DataFrame
NO COMPARISON TARGET
20012
ROWS
0
DUPLICATES
10.7 MB
RAM
51
FEATURES
4
CATEGORICAL
43
NUMERICAL
4
TEXT
2.1.0
Get updates, docs & report issues here
Created & maintained by Francois Bertrand
Graphic design by Jean-Francois Hains
1
AGREEMENTID
VALUES:
20,012
(100%)
MISSING:
---
DISTINCT:
20,012
(100%)
ZEROES:
---
MAX
11,253,354
95%
11,251,692
Q3
11,244,963
AVG
11,236,645
MEDIAN
11,236,614
Q1
11,228,327
5%
11,221,645
MIN
11,220,001
RANGE
33,353
IQR
16,636
STD
9,626
VAR
92.7M
KURT.
-1.20
SKEW
0.006
SUM
224.9B
2
AUTHORIZATIONDATE
VALUES:
20,012
(100%)
MISSING:
---
DISTINCT:
1,694
(8%)
528
3%
-
-
2018-03-31 00:00:00
484
2%
-
-
2018-06-30 00:00:00
456
2%
-
-
2018-08-31 00:00:00
435
2%
-
-
2018-05-31 00:00:00
435
2%
-
-
2018-02-28 00:00:00
426
2%
-
-
2018-01-31 00:00:00
409
2%
-
-
2018-04-30 00:00:00
16,839
84%
-
-
(Other)
3
BALANCE_EXCESS
VALUES:
20,012
(100%)
MISSING:
---
DISTINCT:
3,130
(16%)
ZEROES:
12,568
(63%)
MAX
75.6M
95%
0.0M
Q3
0.0M
AVG
0.1M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
75.6M
IQR
57.4
STD
1.3M
VAR
1.8T
KURT.
1,499
SKEW
34.3
SUM
1.6B
4
BALANCE_TENURE
VALUES:
20,012
(100%)
MISSING:
---
DISTINCT:
419
(2%)
ZEROES:
41
(<1%)
MAX
674
95%
275
Q3
216
MEDIAN
174
AVG
173
Q1
136
5%
66
MIN
0
RANGE
674
IQR
80.0
STD
64.0
VAR
4,097
KURT.
2.31
SKEW
0.306
SUM
3.5M
5
CITY
VALUES:
20,012
(100%)
MISSING:
---
DISTINCT:
272
(1%)
2,028
10%
-
-
MUMBAI
1,567
8%
-
-
HYDERABAD
1,396
7%
-
-
AHMEDABAD
1,391
7%
-
-
SURAT
1,202
6%
-
-
PUNE
1,001
5%
-
-
CHENNAI
880
4%
-
-
BANGALORE
10,547
53%
-
-
(Other)
6
COMPLETED_TENURE
VALUES:
20,012
(100%)
MISSING:
---
DISTINCT:
98
(<1%)
ZEROES:
1,636
(8%)
MAX
98.0
95%
52.0
Q3
25.0
AVG
17.3
MEDIAN
12.0
Q1
6.0
5%
0.0
MIN
0.0
RANGE
98.0
IQR
19.0
STD
16.5
VAR
272
KURT.
2.37
SKEW
1.53
SUM
346k
7
CURRENT_INTEREST_RATE
VALUES:
20,012
(100%)
MISSING:
---
DISTINCT:
205
(1%)
ZEROES:
---
MAX
25.1
95%
19.6
Q3
16.2
AVG
14.8
MEDIAN
14.5
Q1
12.8
5%
10.4
MIN
9.9
RANGE
15.2
IQR
3.43
STD
2.49
VAR
6.18
KURT.
-0.543
SKEW
0.290
SUM
296k
8
CURRENT_INTEREST_RATE_MAX
VALUES:
20,012
(100%)
MISSING:
---
DISTINCT:
208
(1%)
ZEROES:
---
MAX
37.5
95%
19.6
Q3
16.5
AVG
14.9
MEDIAN
14.7
Q1
13.1
5%
10.4
MIN
10.4
RANGE
27.0
IQR
3.43
STD
2.48
VAR
6.15
KURT.
0.086
SKEW
0.288
SUM
298k
9
CURRENT_INTEREST_RATE_MIN
VALUES:
20,012
(100%)
MISSING:
---
DISTINCT:
185
(<1%)
ZEROES:
5
(<1%)
MAX
24.0
95%
19.6
Q3
16.2
AVG
14.3
MEDIAN
13.7
Q1
12.4
5%
10.4
MIN
-5.1
RANGE
29.1
IQR
3.75
STD
2.68
VAR
7.17
KURT.
-0.372
SKEW
0.387
SUM
286k
10
CURRENT_INTEREST_RATE_CHANGES
VALUES:
20,012
(100%)
MISSING:
---
DISTINCT:
10
(<1%)
11
CURRENT_TENOR
VALUES:
20,012
(100%)
MISSING:
---
DISTINCT:
416
(2%)
ZEROES:
---
MAX
713
95%
286
Q3
228
AVG
190
MEDIAN
180
Q1
166
5%
96
MIN
6
RANGE
707
IQR
62.0
STD
58.6
VAR
3,429
KURT.
3.21
SKEW
0.493
SUM
3.8M
12
CUSTOMERID
VALUES:
19,731
(99%)
MISSING:
281
(1%)
DISTINCT:
19,731
(99%)
ZEROES:
---
MAX
12,033,895
95%
12,032,252
Q3
12,025,618
AVG
12,017,410
MEDIAN
12,017,404
Q1
12,009,208
5%
12,002,623
MIN
12,001,000
RANGE
32,895
IQR
16,410
STD
9,490
VAR
90.1M
KURT.
-1.20
SKEW
0.006
SUM
237.1B
13
DIFF_AUTH_INT_DATE
VALUES:
20,012
(100%)
MISSING:
---
DISTINCT:
19
(<1%)
ZEROES:
19,926
(>99%)
MAX
70.0
95%
0.0
Q3
0.0
AVG
0.0
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
-17.0
RANGE
87.0
IQR
0.00
STD
0.570
VAR
0.324
KURT.
11,500
SKEW
94.5
SUM
126
14
DIFF_CURRENT_INTEREST_RATE_MAX_MIN
VALUES:
20,012
(100%)
MISSING:
---
DISTINCT:
185
(<1%)
ZEROES:
12,496
(62%)
MAX
24.3
95%
1.7
Q3
1.2
AVG
0.6
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
24.3
IQR
1.19
STD
0.967
VAR
0.935
KURT.
61.6
SKEW
4.18
SUM
11,975
15
DIFF_EMI_AMOUNT_MAX_MIN
VALUES:
19,923
(>99%)
MISSING:
89
(<1%)
DISTINCT:
15,156
(76%)
ZEROES:
1,488
(7%)
MAX
85.0M
95%
0.3M
Q3
0.0M
AVG
0.1M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
85.0M
IQR
32,259
STD
967k
VAR
935.2B
KURT.
3,317
SKEW
46.4
SUM
2.3B
16
DIFF_ORIGINAL_CURRENT_INTEREST_RATE
VALUES:
20,012
(100%)
MISSING:
---
DISTINCT:
258
(1%)
ZEROES:
11,873
(59%)
MAX
10.3
95%
0.6
Q3
0.0
MEDIAN
0.0
AVG
-0.4
Q1
-1.2
5%
-1.7
MIN
-7.2
RANGE
17.5
IQR
1.19
STD
0.881
VAR
0.776
KURT.
5.56
SKEW
0.278
SUM
-7,615
17
DIFF_ORIGINAL_CURRENT_TENOR
VALUES:
20,012
(100%)
MISSING:
---
DISTINCT:
375
(2%)
ZEROES:
10,131
(51%)
MAX
234
95%
21
Q3
0
MEDIAN
0
AVG
-7
Q1
-14
5%
-48
MIN
-461
RANGE
695
IQR
14.0
STD
33.5
VAR
1,124
KURT.
16.3
SKEW
-0.148
SUM
-136k
18
DPD
VALUES:
20,012
(100%)
MISSING:
---
DISTINCT:
114
(<1%)
ZEROES:
18,770
(94%)
MAX
2,054
95%
26
Q3
0
AVG
8
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
2,054
IQR
0.00
STD
66.1
VAR
4,369
KURT.
294
SKEW
15.5
SUM
152k
19
DUEDAY
VALUES:
20,012
(100%)
MISSING:
---
DISTINCT:
3
(<1%)
20
EMI_AMOUNT
VALUES:
20,012
(100%)
MISSING:
---
DISTINCT:
13,907
(69%)
ZEROES:
89
(<1%)
MAX
4.9M
95%
0.1M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
4.9M
IQR
25,739
STD
113k
VAR
12.8B
KURT.
318
SKEW
13.3
SUM
872.7M
21
EMI_DUEAMT
VALUES:
20,012
(100%)
MISSING:
---
DISTINCT:
17,312
(87%)
ZEROES:
1,636
(8%)
MAX
354.6M
95%
7.2M
Q3
1.5M
AVG
2.0M
MEDIAN
0.5M
Q1
0.2M
5%
0.0M
MIN
0.0M
RANGE
354.6M
IQR
1.3M
STD
6.8M
VAR
46.8T
KURT.
485
SKEW
15.8
SUM
39.9B
22
EMI_OS_AMOUNT
VALUES:
20,012
(100%)
MISSING:
---
DISTINCT:
1,262
(6%)
ZEROES:
18,734
(94%)
MAX
59.0M
95%
0.0M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
59.0M
IQR
0.00
STD
656k
VAR
430.5B
KURT.
4,118
SKEW
56.0
SUM
666.3M
23
EMI_RECEIVED_AMT
VALUES:
20,012
(100%)
MISSING:
---
DISTINCT:
17,365
(87%)
ZEROES:
1,659
(8%)
MAX
354.6M
95%
7.1M
Q3
1.5M
AVG
2.0M
MEDIAN
0.5M
Q1
0.2M
5%
0.0M
MIN
0.0M
RANGE
354.6M
IQR
1.3M
STD
6.8M
VAR
45.7T
KURT.
505
SKEW
16.2
SUM
39.2B
24
EXCESS_ADJUSTED_AMT
VALUES:
20,012
(100%)
MISSING:
---
DISTINCT:
3,625
(18%)
ZEROES:
11,774
(59%)
MAX
284.2M
95%
0.8M
Q3
0.0M
AVG
0.4M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
284.2M
IQR
261
STD
3.9M
VAR
15.4T
KURT.
2,442
SKEW
41.6
SUM
7.2B
25
EXCESS_AVAILABLE
VALUES:
20,012
(100%)
MISSING:
---
DISTINCT:
5,920
(30%)
ZEROES:
6,929
(35%)
MAX
284.2M
95%
1.2M
Q3
0.0M
AVG
0.4M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
284.2M
IQR
3,105
STD
4.2M
VAR
17.4T
KURT.
1,946
SKEW
36.1
SUM
8.8B
26
FOIR
VALUES:
20,012
(100%)
MISSING:
---
DISTINCT:
410
(2%)
ZEROES:
65
(<1%)
MAX
548k
95%
0k
Q3
0k
AVG
0k
MEDIAN
0k
Q1
0k
5%
0k
MIN
-0k
RANGE
548k
IQR
0.270
STD
3,871
VAR
15.0M
KURT.
20,012
SKEW
141
SUM
560k
27
INTEREST_START_DATE
VALUES:
20,012
(100%)
MISSING:
---
DISTINCT:
1,699
(8%)
526
3%
-
-
2018-03-31 00:00:00
484
2%
-
-
2018-06-30 00:00:00
451
2%
-
-
2018-08-31 00:00:00
433
2%
-
-
2018-02-28 00:00:00
432
2%
-
-
2018-05-31 00:00:00
423
2%
-
-
2018-01-31 00:00:00
409
2%
-
-
2018-04-30 00:00:00
16,854
84%
-
-
(Other)
28
LAST_RECEIPT_AMOUNT
VALUES:
19,765
(99%)
MISSING:
247
(1%)
DISTINCT:
14,074
(70%)
ZEROES:
---
MAX
85.0M
95%
0.2M
Q3
0.0M
AVG
0.1M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
85.0M
IQR
27,158
STD
808k
VAR
653.5B
KURT.
6,427
SKEW
67.9
SUM
1.6B
29
LAST_RECEIPT_DATE
VALUES:
19,937
(>99%)
MISSING:
75
(<1%)
DISTINCT:
721
(4%)
11,512
58%
-
-
2018-12-05 00:00:00
505
3%
-
-
2018-12-31 00:00:00
433
2%
-
-
2018-12-15 00:00:00
203
1%
-
-
2018-12-09 00:00:00
197
<1%
-
-
2018-12-14 00:00:00
195
<1%
-
-
2018-12-11 00:00:00
179
<1%
-
-
2018-12-10 00:00:00
6,713
34%
-
-
(Other)
30
LATEST_TRANSACTION_MONTH
VALUES:
19,937
(>99%)
MISSING:
75
(<1%)
DISTINCT:
12
(<1%)
ZEROES:
---
MAX
12.0
95%
12.0
Q3
12.0
MEDIAN
12.0
AVG
10.7
Q1
12.0
5%
3.0
MIN
1.0
RANGE
11.0
IQR
0.00
STD
2.82
VAR
7.96
KURT.
3.45
SKEW
-2.16
SUM
213k
31
LOAN_AMT
VALUES:
20,012
(100%)
MISSING:
---
DISTINCT:
8,709
(44%)
ZEROES:
---
MAX
424.6M
95%
20.5M
Q3
5.2M
AVG
5.9M
MEDIAN
2.7M
Q1
1.6M
5%
0.8M
MIN
0.0M
RANGE
424.5M
IQR
3.7M
STD
13.0M
VAR
168.6T
KURT.
200
SKEW
10.9
SUM
118.0B
32
MAX_EMI_AMOUNT
VALUES:
19,923
(>99%)
MISSING:
89
(<1%)
DISTINCT:
13,536
(68%)
ZEROES:
---
MAX
85.0M
95%
0.3M
Q3
0.0M
AVG
0.1M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
85.0M
IQR
36,042
STD
970k
VAR
941.8B
KURT.
3,271
SKEW
46.0
SUM
2.4B
33
MIN_EMI_AMOUNT
VALUES:
19,923
(>99%)
MISSING:
89
(<1%)
DISTINCT:
6,455
(32%)
ZEROES:
---
MAX
3.2M
95%
0.0M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
3.2M
IQR
3,216
STD
43,425
VAR
1.9B
KURT.
1,836
SKEW
33.2
SUM
140.4M
34
MONTHOPENING
VALUES:
20,012
(100%)
MISSING:
---
DISTINCT:
19,060
(95%)
ZEROES:
2
(<1%)
MAX
381.8M
95%
18.8M
Q3
4.8M
AVG
5.4M
MEDIAN
2.5M
Q1
1.5M
5%
0.8M
MIN
0.0M
RANGE
381.8M
IQR
3.3M
STD
11.8M
VAR
140.2T
KURT.
215
SKEW
11.2
SUM
109.0B
35
NET_DISBURSED_AMT
VALUES:
20,012
(100%)
MISSING:
---
DISTINCT:
8,901
(44%)
ZEROES:
---
MAX
424.6M
95%
20.3M
Q3
5.2M
AVG
5.8M
MEDIAN
2.6M
Q1
1.5M
5%
0.8M
MIN
0.0M
RANGE
424.5M
IQR
3.6M
STD
12.9M
VAR
166.7T
KURT.
204
SKEW
11.0
SUM
117.0B
36
NET_LTV
VALUES:
20,012
(100%)
MISSING:
---
DISTINCT:
7,234
(36%)
ZEROES:
---
MAX
100.0
95%
84.6
Q3
66.8
MEDIAN
53.3
AVG
51.2
Q1
35.2
5%
14.4
MIN
0.4
RANGE
99.6
IQR
31.6
STD
21.1
VAR
445
KURT.
-0.792
SKEW
-0.208
SUM
1.0M
37
NET_RECEIVABLE
VALUES:
20,012
(100%)
MISSING:
---
DISTINCT:
4,114
(21%)
ZEROES:
11,877
(59%)
MAX
38.6M
95%
0.0M
Q3
0.0M
MEDIAN
0.0M
AVG
-0.0M
Q1
-0.0M
5%
-0.0M
MIN
-75.3M
RANGE
114.0M
IQR
17.7
STD
1.3M
VAR
1.8T
KURT.
1,401
SKEW
-28.8
SUM
-909.3M
38
NUM_EMI_CHANGES
VALUES:
20,012
(100%)
MISSING:
---
DISTINCT:
32
(<1%)
ZEROES:
1,488
(7%)
MAX
33.0
95%
8.0
Q3
4.0
AVG
2.9
MEDIAN
2.0
Q1
2.0
5%
0.0
MIN
-1.0
RANGE
34.0
IQR
2.00
STD
2.64
VAR
6.95
KURT.
11.5
SKEW
2.63
SUM
59,032
39
NUM_LOW_FREQ_TRANSACTIONS
VALUES:
20,012
(100%)
MISSING:
---
DISTINCT:
25
(<1%)
ZEROES:
1,169
(6%)
MAX
30.0
95%
8.0
Q3
3.0
AVG
2.8
MEDIAN
2.0
Q1
1.0
5%
0.0
MIN
0.0
RANGE
30.0
IQR
2.00
STD
2.57
VAR
6.61
KURT.
9.25
SKEW
2.58
SUM
55,416
40
ORIGNAL_INTEREST_RATE
VALUES:
20,012
(100%)
MISSING:
---
DISTINCT:
199
(<1%)
ZEROES:
---
MAX
27.8
95%
19.6
Q3
16.2
AVG
14.4
MEDIAN
13.7
Q1
12.5
5%
10.4
MIN
9.7
RANGE
18.1
IQR
3.68
STD
2.60
VAR
6.78
KURT.
-0.574
SKEW
0.407
SUM
288k
41
ORIGNAL_TENOR
VALUES:
20,012
(100%)
MISSING:
---
DISTINCT:
71
(<1%)
ZEROES:
---
MAX
300
95%
240
Q3
228
AVG
183
MEDIAN
180
Q1
180
5%
120
MIN
14
RANGE
286
IQR
48.0
STD
44.6
VAR
1,989
KURT.
0.160
SKEW
-0.206
SUM
3.7M
42
OUTSTANDING_PRINCIPAL
VALUES:
20,012
(100%)
MISSING:
---
DISTINCT:
19,044
(95%)
ZEROES:
31
(<1%)
MAX
381.8M
95%
17.9M
Q3
4.6M
AVG
5.2M
MEDIAN
2.4M
Q1
1.4M
5%
0.7M
MIN
-0.0M
RANGE
381.8M
IQR
3.1M
STD
11.5M
VAR
132.7T
KURT.
234
SKEW
11.7
SUM
104.3B
43
PAID_INTEREST
VALUES:
20,012
(100%)
MISSING:
---
DISTINCT:
18,940
(95%)
ZEROES:
653
(3%)
MAX
123.0M
95%
3.7M
Q3
0.8M
AVG
1.0M
MEDIAN
0.3M
Q1
0.1M
5%
0.0M
MIN
0.0M
RANGE
123.0M
IQR
670k
STD
3.0M
VAR
9.2T
KURT.
290
SKEW
13.2
SUM
19.8B
44
PAID_PRINCIPAL
VALUES:
20,012
(100%)
MISSING:
---
DISTINCT:
17,094
(85%)
ZEROES:
1,641
(8%)
MAX
4.9B
95%
0.0B
Q3
0.0B
AVG
0.0B
MEDIAN
0.0B
Q1
0.0B
5%
0.0B
MIN
0.0B
RANGE
4.9B
IQR
268k
STD
34.7M
VAR
1203.9T
KURT.
19,626
SKEW
139
SUM
17.3B
45
PRE_EMI_DUEAMT
VALUES:
20,012
(100%)
MISSING:
---
DISTINCT:
11,266
(56%)
ZEROES:
1,016
(5%)
MAX
31.8M
95%
0.2M
Q3
0.0M
AVG
0.1M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
31.8M
IQR
27,111
STD
378k
VAR
142.6B
KURT.
2,930
SKEW
43.4
SUM
1.2B
46
PRE_EMI_OS_AMOUNT
VALUES:
20,012
(100%)
MISSING:
---
DISTINCT:
54
(<1%)
ZEROES:
19,959
(>99%)
MAX
1.1M
95%
0.0M
Q3
0.0M
AVG
0.0M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
1.1M
IQR
0.00
STD
10,967
VAR
120.3M
KURT.
6,456
SKEW
74.5
SUM
5.2M
47
PRE_EMI_RECEIVED_AMT
VALUES:
20,012
(100%)
MISSING:
---
DISTINCT:
11,257
(56%)
ZEROES:
1,036
(5%)
MAX
31.8M
95%
0.2M
Q3
0.0M
AVG
0.1M
MEDIAN
0.0M
Q1
0.0M
5%
0.0M
MIN
0.0M
RANGE
31.8M
IQR
27,050
STD
377k
VAR
142.1B
KURT.
2,951
SKEW
43.6
SUM
1.2B
48
PRODUCT
VALUES:
20,012
(100%)
MISSING:
---
DISTINCT:
4
(<1%)
49
SCHEMEID
VALUES:
19,731
(99%)
MISSING:
281
(1%)
DISTINCT:
235
(1%)
ZEROES:
---
MAX
10,901,455
95%
10,901,332
Q3
10,901,291
MEDIAN
10,901,264
AVG
10,901,216
Q1
10,901,112
5%
10,901,104
MIN
10,901,100
RANGE
355
IQR
179
STD
88.9
VAR
7,904
KURT.
-1.55
SKEW
-0.130
SUM
215.1B
50
MOB
VALUES:
20,012
(100%)
MISSING:
---
DISTINCT:
99
(<1%)
ZEROES:
644
(3%)
MAX
98.0
95%
54.0
Q3
26.0
AVG
18.8
MEDIAN
13.0
Q1
7.0
5%
1.0
MIN
0.0
RANGE
98.0
IQR
19.0
STD
16.5
VAR
274
KURT.
2.26
SKEW
1.50
SUM
376k
51
FORECLOSURE
VALUES:
20,012
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
Associations
[Only including dataset "DataFrame"] Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (approximating how much the elements on the left PROVIDE INFORMATION on elements in the row). Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
Associations
[Only including dataset "None"] Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (approximating how much the elements on the left PROVIDE INFORMATION on elements in the row). Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
AGREEMENTID
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
CUSTOMERID
1.00
MOB
-0.80
COMPLETED_TENURE
-0.79
BALANCE_TENURE
0.44
LATEST_TRANSACTION_MONTH
0.43
NUM_LOW_FREQ_TRANSACTIONS
-0.42
SCHEMEID
0.40
CURRENT_INTEREST_RATE_MAX
-0.33
NUM_EMI_CHANGES
-0.31
ORIGNAL_INTEREST_RATE
-0.31
PAID_INTEREST
-0.29
CURRENT_INTEREST_RATE
-0.27
CURRENT_INTEREST_RATE_MIN
-0.27
EMI_DUEAMT
-0.27

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
FORECLOSURE
0.36
DUEDAY
0.34
CURRENT_INTEREST_RATE_CHANGES
0.30
PRODUCT
0.15
MOST FREQUENT VALUES
11239424
1
<0.1%
11230577
1
<0.1%
11240826
1
<0.1%
11246969
1
<0.1%
11244920
1
<0.1%
11234679
1
<0.1%
11232630
1
<0.1%
11238773
1
<0.1%
11224434
1
<0.1%
11242859
1
<0.1%
11222397
1
<0.1%
11240810
1
<0.1%
11244904
1
<0.1%
11236708
1
<0.1%
11226467
1
<0.1%
SMALLEST VALUES
11220001
1
<0.1%
11220002
1
<0.1%
11220006
1
<0.1%
11220008
1
<0.1%
11220010
1
<0.1%
11220011
1
<0.1%
11220012
1
<0.1%
11220014
1
<0.1%
11220016
1
<0.1%
11220017
1
<0.1%
11220020
1
<0.1%
11220021
1
<0.1%
11220022
1
<0.1%
11220025
1
<0.1%
11220026
1
<0.1%
LARGEST VALUES
11253354
1
<0.1%
11253353
1
<0.1%
11253351
1
<0.1%
11253350
1
<0.1%
11253349
1
<0.1%
11253348
1
<0.1%
11253347
1
<0.1%
11253346
1
<0.1%
11253345
1
<0.1%
11253344
1
<0.1%
11253341
1
<0.1%
11253340
1
<0.1%
11253339
1
<0.1%
11253338
1
<0.1%
11253337
1
<0.1%
AUTHORIZATIONDATE
MISSING:
---
528
3%
-
-
2018-03-31 00:00:00
484
2%
-
-
2018-06-30 00:00:00
456
2%
-
-
2018-08-31 00:00:00
435
2%
-
-
2018-05-31 00:00:00
435
2%
-
-
2018-02-28 00:00:00
426
2%
-
-
2018-01-31 00:00:00
409
2%
-
-
2018-04-30 00:00:00
400
2%
-
-
2018-07-31 00:00:00
363
2%
-
-
2017-12-31 00:00:00
356
2%
-
-
2017-11-30 00:00:00
322
2%
-
-
2018-09-30 00:00:00
298
1%
-
-
2017-10-31 00:00:00
292
1%
-
-
2017-08-31 00:00:00
261
1%
-
-
2017-09-30 00:00:00
253
1%
-
-
2017-07-31 00:00:00
227
1%
-
-
2018-12-31 00:00:00
202
1%
-
-
2017-06-30 00:00:00
174
<1%
-
-
2017-03-31 00:00:00
150
<1%
-
-
2016-09-30 00:00:00
138
<1%
-
-
2018-11-30 00:00:00
130
<1%
-
-
2016-03-31 00:00:00
130
<1%
-
-
2016-07-31 00:00:00
124
<1%
-
-
2017-04-30 00:00:00
119
<1%
-
-
2017-02-28 00:00:00
116
<1%
-
-
2016-06-30 00:00:00
107
<1%
-
-
2018-03-29 00:00:00
106
<1%
-
-
2017-05-31 00:00:00
106
<1%
-
-
2015-09-30 00:00:00
100
<1%
-
-
2017-01-31 00:00:00
99
<1%
-
-
2018-08-03 00:00:00
98
<1%
-
-
2016-02-29 00:00:00
93
<1%
-
-
2015-10-31 00:00:00
88
<1%
-
-
2016-08-31 00:00:00
87
<1%
-
-
2016-11-30 00:00:00
86
<1%
-
-
2015-03-31 00:00:00
85
<1%
-
-
2016-01-31 00:00:00
84
<1%
-
-
2016-12-31 00:00:00
82
<1%
-
-
2016-04-30 00:00:00
81
<1%
-
-
2015-07-31 00:00:00
79
<1%
-
-
2015-08-31 00:00:00
78
<1%
-
-
2017-12-29 00:00:00
74
<1%
-
-
2015-12-31 00:00:00
72
<1%
-
-
2017-12-30 00:00:00
72
<1%
-
-
2018-03-28 00:00:00
72
<1%
-
-
2016-05-31 00:00:00
71
<1%
-
-
2018-09-03 00:00:00
70
<1%
-
-
2014-03-31 00:00:00
67
<1%
-
-
2018-08-30 00:00:00
65
<1%
-
-
2018-07-30 00:00:00
63
<1%
-
-
2015-05-30 00:00:00
63
<1%
-
-
2016-10-31 00:00:00
63
<1%
-
-
2018-01-29 00:00:00
61
<1%
-
-
2015-06-30 00:00:00
61
<1%
-
-
2015-11-30 00:00:00
60
<1%
-
-
2014-02-28 00:00:00
58
<1%
-
-
2017-09-29 00:00:00
57
<1%
-
-
2018-01-30 00:00:00
57
<1%
-
-
2015-02-28 00:00:00
57
<1%
-
-
2017-11-29 00:00:00
54
<1%
-
-
2014-06-30 00:00:00
10,108
51%
-
-
(Other)
BALANCE_EXCESS
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
NET_RECEIVABLE
-0.88
MAX_EMI_AMOUNT
0.55
DIFF_EMI_AMOUNT_MAX_MIN
0.55
LAST_RECEIPT_AMOUNT
0.54
EXCESS_AVAILABLE
0.34
EMI_OS_AMOUNT
0.24
MONTHOPENING
0.11
NET_DISBURSED_AMT
0.11
LOAN_AMT
0.11
OUTSTANDING_PRINCIPAL
0.11
DPD
0.10
EMI_AMOUNT
0.10
LATEST_TRANSACTION_MONTH
-0.08
MIN_EMI_AMOUNT
0.07

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
PRODUCT
0.05
CURRENT_INTEREST_RATE_CHANGES
0.05
DUEDAY
0.02
FORECLOSURE
0.02
MOST FREQUENT VALUES
0.0
12,568
62.8%
260.609136
1,055
5.3%
1.104276
584
2.9%
0.4417104000000001
581
2.9%
1303.04568
185
0.9%
2.208552
117
0.6%
253.98348
107
0.5%
0.8834208000000001
60
0.3%
4.417104
56
0.3%
0.02208552
53
0.3%
22.08552
44
0.2%
6.625656
43
0.2%
8.834208
40
0.2%
130.304568
37
0.2%
1325.1312
37
0.2%
SMALLEST VALUES
0.0
12,568
62.8%
0.02208552
53
0.3%
0.04417104
5
<0.1%
0.06625656
4
<0.1%
0.08834208
1
<0.1%
0.17668416
2
<0.1%
0.19876968
1
<0.1%
0.2208552
12
<0.1%
0.24294072
2
<0.1%
0.26502624
1
<0.1%
0.30919728
1
<0.1%
0.35336832
5
<0.1%
0.37545384
1
<0.1%
0.39753936
2
<0.1%
0.41962488
2
<0.1%
LARGEST VALUES
75555999.4788
1
<0.1%
75345537.724512
1
<0.1%
54261165.38887201
1
<0.1%
53005248.0
1
<0.1%
50539154.542728
1
<0.1%
43622119.860264
1
<0.1%
43106054.14008
1
<0.1%
32024004.0
1
<0.1%
26897369.54172
1
<0.1%
25932071.093424
1
<0.1%
24095833.9184664
1
<0.1%
23792159.1227424
1
<0.1%
23063835.653784
1
<0.1%
22085520.0
1
<0.1%
20916964.09404
1
<0.1%
BALANCE_TENURE
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
CURRENT_TENOR
0.97
ORIGNAL_TENOR
0.79
DIFF_ORIGINAL_CURRENT_TENOR
-0.64
ORIGNAL_INTEREST_RATE
-0.45
MOB
-0.45
COMPLETED_TENURE
-0.44
AGREEMENTID
0.44
CUSTOMERID
0.44
CURRENT_INTEREST_RATE_MAX
-0.43
CURRENT_INTEREST_RATE_MIN
-0.39
CURRENT_INTEREST_RATE
-0.39
NET_LTV
0.28
NUM_LOW_FREQ_TRANSACTIONS
-0.27
DIFF_ORIGINAL_CURRENT_INTEREST_RATE
-0.23

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
PRODUCT
0.30
CURRENT_INTEREST_RATE_CHANGES
0.24
DUEDAY
0.20
FORECLOSURE
0.05
MOST FREQUENT VALUES
180
611
3.1%
240
592
3.0%
179
243
1.2%
177
242
1.2%
238
229
1.1%
168
229
1.1%
171
228
1.1%
232
228
1.1%
178
222
1.1%
172
221
1.1%
176
209
1.0%
207
206
1.0%
170
205
1.0%
174
199
1.0%
231
194
1.0%
SMALLEST VALUES
0
41
0.2%
1
50
0.2%
2
12
<0.1%
3
15
<0.1%
4
11
<0.1%
5
14
<0.1%
6
6
<0.1%
7
6
<0.1%
8
16
<0.1%
9
7
<0.1%
10
9
<0.1%
11
12
<0.1%
12
8
<0.1%
13
8
<0.1%
14
16
<0.1%
LARGEST VALUES
674
1
<0.1%
625
1
<0.1%
602
1
<0.1%
546
3
<0.1%
545
2
<0.1%
517
1
<0.1%
501
1
<0.1%
500
1
<0.1%
495
3
<0.1%
494
1
<0.1%
492
1
<0.1%
485
2
<0.1%
479
3
<0.1%
475
1
<0.1%
474
1
<0.1%
CITY
MISSING:
---
2,028
10%
-
-
MUMBAI
1,567
8%
-
-
HYDERABAD
1,396
7%
-
-
AHMEDABAD
1,391
7%
-
-
SURAT
1,202
6%
-
-
PUNE
1,001
5%
-
-
CHENNAI
880
4%
-
-
BANGALORE
735
4%
-
-
THANE
623
3%
-
-
DELHI
558
3%
-
-
RAJKOT
443
2%
-
-
NASHIK
422
2%
-
-
COIMBATORE
385
2%
-
-
NAGPUR
326
2%
-
-
MADURAI
296
1%
-
-
VADODARA
282
1%
-
-
VISHAKHAPATNAM
280
1%
-
-
WARANGAL
266
1%
-
-
TIRUPUR
235
1%
-
-
AURANGABAD
225
1%
-
-
ERODE
193
<1%
-
-
NAMAKKAL
185
<1%
-
-
NELLORE
183
<1%
-
-
KARUR
166
<1%
-
-
PONDICHERRY
163
<1%
-
-
NAVI MUMBAI
161
<1%
-
-
TIRUCHIRAPPALLI
144
<1%
-
-
VIJAYAWADA
138
<1%
-
-
SALEM
130
<1%
-
-
KANCHEEPURAM
129
<1%
-
-
MYSORE
127
<1%
-
-
INDORE
126
<1%
-
-
TUTICORIN
126
<1%
-
-
VELLORE
115
<1%
-
-
DINDIGUL
113
<1%
-
-
JAIPUR
103
<1%
-
-
NOIDA
101
<1%
-
-
THIRUVANAMALAI
100
<1%
-
-
TIRUNELVELI
98
<1%
-
-
GURGAON
92
<1%
-
-
GHAZIABAD
89
<1%
-
-
MEHSANA
86
<1%
-
-
KURNOOL
85
<1%
-
-
FARIDABAD
83
<1%
-
-
JAMNAGAR
80
<1%
-
-
HOSUR
77
<1%
-
-
WEST GODAVARI
76
<1%
-
-
THANJAVUR
71
<1%
-
-
RAIPUR
69
<1%
-
-
THIRUVALLUR
68
<1%
-
-
KARIMNAGAR
62
<1%
-
-
BARODA
62
<1%
-
-
GANDHINAGAR
55
<1%
-
-
KOLHAPUR
54
<1%
-
-
RAJAHMUNDRY
53
<1%
-
-
BHAVNAGAR
51
<1%
-
-
VAPI
49
<1%
-
-
GUNTUR
48
<1%
-
-
TIRUVALLUR
48
<1%
-
-
PATAN
47
<1%
-
-
TIRUVANNAMALAI
1,465
7%
-
-
(Other)
COMPLETED_TENURE
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
MOB
0.99
AGREEMENTID
-0.79
CUSTOMERID
-0.78
NUM_LOW_FREQ_TRANSACTIONS
0.54
BALANCE_TENURE
-0.44
SCHEMEID
-0.38
PAID_INTEREST
0.35
EMI_DUEAMT
0.33
CURRENT_INTEREST_RATE_MAX
0.33
EMI_RECEIVED_AMT
0.33
NUM_EMI_CHANGES
0.32
DIFF_CURRENT_INTEREST_RATE_MAX_MIN
0.29
ORIGNAL_INTEREST_RATE
0.27
CURRENT_INTEREST_RATE
0.24

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CURRENT_INTEREST_RATE_CHANGES
0.49
DUEDAY
0.37
FORECLOSURE
0.16
PRODUCT
0.14
MOST FREQUENT VALUES
0
1,636
8.2%
8
1,017
5.1%
3
847
4.2%
10
813
4.1%
9
800
4.0%
11
792
4.0%
4
789
3.9%
6
764
3.8%
12
714
3.6%
5
688
3.4%
7
669
3.3%
13
572
2.9%
14
554
2.8%
15
525
2.6%
2
505
2.5%
SMALLEST VALUES
0
1,636
8.2%
1
409
2.0%
2
505
2.5%
3
847
4.2%
4
789
3.9%
5
688
3.4%
6
764
3.8%
7
669
3.3%
8
1,017
5.1%
9
800
4.0%
10
813
4.1%
11
792
4.0%
12
714
3.6%
13
572
2.9%
14
554
2.8%
LARGEST VALUES
98
1
<0.1%
97
1
<0.1%
96
2
<0.1%
94
4
<0.1%
93
4
<0.1%
92
5
<0.1%
91
3
<0.1%
90
1
<0.1%
89
5
<0.1%
88
2
<0.1%
87
5
<0.1%
86
8
<0.1%
85
4
<0.1%
84
18
<0.1%
83
12
<0.1%
CURRENT_INTEREST_RATE
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
CURRENT_INTEREST_RATE_MAX
0.98
CURRENT_INTEREST_RATE_MIN
0.96
ORIGNAL_INTEREST_RATE
0.94
ORIGNAL_TENOR
-0.41
BALANCE_TENURE
-0.39
CURRENT_TENOR
-0.35
NET_LTV
-0.32
CUSTOMERID
-0.28
AGREEMENTID
-0.27
MOB
0.25
COMPLETED_TENURE
0.24
NUM_LOW_FREQ_TRANSACTIONS
0.21
NUM_EMI_CHANGES
0.19
DIFF_CURRENT_INTEREST_RATE_MAX_MIN
-0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
PRODUCT
0.66
CURRENT_INTEREST_RATE_CHANGES
0.25
DUEDAY
0.22
FORECLOSURE
0.00
MOST FREQUENT VALUES
17.479728
1,157
5.8%
10.43789472
1,085
5.4%
12.4230924
999
5.0%
13.734072
784
3.9%
13.421934
747
3.7%
14.982624
651
3.3%
19.6022664
640
3.2%
16.1687484
632
3.2%
14.2334928
624
3.1%
11.7988164
584
2.9%
14.358348
542
2.7%
19.976832
488
2.4%
15.8566104
480
2.4%
15.6069
451
2.3%
14.8577688
449
2.2%
SMALLEST VALUES
9.90101736
5
<0.1%
9.97593048
1
<0.1%
10.0508436
1
<0.1%
10.35049608
2
<0.1%
10.4254092
3
<0.1%
10.43789472
1,085
5.4%
10.612692
23
0.1%
10.7375472
3
<0.1%
10.8624024
16
<0.1%
10.92483
101
0.5%
10.9872576
2
<0.1%
11.0496852
43
0.2%
11.07465624
7
<0.1%
11.1121128
14
<0.1%
11.12459832
1
<0.1%
LARGEST VALUES
25.0958952
2
<0.1%
24.5340468
2
<0.1%
24.034626
1
<0.1%
23.41035
1
<0.1%
22.473936
1
<0.1%
21.84966
1
<0.1%
21.225384
10
<0.1%
21.1629564
13
<0.1%
20.601108
10
<0.1%
20.5386804
18
<0.1%
20.4762528
1
<0.1%
20.28897
1
<0.1%
20.2265424
9
<0.1%
20.1641148
3
<0.1%
19.976832
488
2.4%
CURRENT_INTEREST_RATE_MAX
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
CURRENT_INTEREST_RATE
0.98
ORIGNAL_INTEREST_RATE
0.95
CURRENT_INTEREST_RATE_MIN
0.93
BALANCE_TENURE
-0.43
ORIGNAL_TENOR
-0.42
CURRENT_TENOR
-0.38
CUSTOMERID
-0.34
AGREEMENTID
-0.33
NET_LTV
-0.33
MOB
0.33
COMPLETED_TENURE
0.33
NUM_LOW_FREQ_TRANSACTIONS
0.24
NUM_EMI_CHANGES
0.20
PAID_INTEREST
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
PRODUCT
0.64
DUEDAY
0.24
CURRENT_INTEREST_RATE_CHANGES
0.19
FORECLOSURE
0.03
MOST FREQUENT VALUES
17.479728
1,174
5.9%
10.43789472
1,084
5.4%
12.4230924
923
4.6%
13.734072
884
4.4%
13.421934
846
4.2%
14.982624
718
3.6%
19.6022664
641
3.2%
16.1687484
628
3.1%
14.358348
621
3.1%
11.7988164
572
2.9%
14.2334928
569
2.8%
15.6069
511
2.6%
19.976832
490
2.4%
15.8566104
481
2.4%
15.919038
479
2.4%
SMALLEST VALUES
10.4254092
3
<0.1%
10.43789472
1,084
5.4%
10.612692
23
0.1%
10.7375472
3
<0.1%
10.83743136
5
<0.1%
10.8624024
15
<0.1%
10.91234448
1
<0.1%
10.92483
88
0.4%
10.9872576
3
<0.1%
11.0496852
43
0.2%
11.07465624
7
<0.1%
11.1121128
14
<0.1%
11.12459832
1
<0.1%
11.1745404
1
<0.1%
11.236968
114
0.6%
LARGEST VALUES
37.45656
1
<0.1%
36.520146
1
<0.1%
25.283178
1
<0.1%
25.0958952
2
<0.1%
24.5340468
2
<0.1%
24.346764
1
<0.1%
23.722488
1
<0.1%
23.41035
1
<0.1%
23.098212
1
<0.1%
21.84966
1
<0.1%
21.225384
14
<0.1%
21.1629564
13
<0.1%
20.7883908
1
<0.1%
20.601108
13
<0.1%
20.5386804
18
<0.1%
CURRENT_INTEREST_RATE_MIN
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ORIGNAL_INTEREST_RATE
0.96
CURRENT_INTEREST_RATE
0.96
CURRENT_INTEREST_RATE_MAX
0.93
BALANCE_TENURE
-0.39
DIFF_CURRENT_INTEREST_RATE_MAX_MIN
-0.38
CURRENT_TENOR
-0.37
ORIGNAL_TENOR
-0.36
CUSTOMERID
-0.28
NET_LTV
-0.28
AGREEMENTID
-0.27
MOB
0.20
NUM_EMI_CHANGES
0.20
COMPLETED_TENURE
0.20
NUM_LOW_FREQ_TRANSACTIONS
0.18

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
PRODUCT
0.68
CURRENT_INTEREST_RATE_CHANGES
0.45
DUEDAY
0.23
FORECLOSURE
0.05
MOST FREQUENT VALUES
17.479728
1,184
5.9%
12.48552
1,163
5.8%
10.43789472
1,086
5.4%
13.734072
1,018
5.1%
13.109796
906
4.5%
13.421934
886
4.4%
14.982624
766
3.8%
12.4230924
757
3.8%
10.92483
728
3.6%
12.797658
663
3.3%
19.6022664
639
3.2%
16.1687484
627
3.1%
10.612692
626
3.1%
14.358348
577
2.9%
15.6069
540
2.7%
SMALLEST VALUES
-5.0566356
1
<0.1%
0.0
5
<0.1%
2.6843868
1
<0.1%
4.6235015493768
1
<0.1%
9.36414
1
<0.1%
9.651306960000001
5
<0.1%
9.70124904
1
<0.1%
10.0508436
1
<0.1%
10.1132712
1
<0.1%
10.35049608
2
<0.1%
10.37546712
2
<0.1%
10.4254092
5
<0.1%
10.43789472
1,086
5.4%
10.4878368
1
<0.1%
10.612692
626
3.1%
LARGEST VALUES
24.034626
1
<0.1%
23.3479224
4
<0.1%
22.473936
1
<0.1%
21.84966
1
<0.1%
21.225384
9
<0.1%
21.1629564
13
<0.1%
20.601108
7
<0.1%
20.5386804
18
<0.1%
20.28897
1
<0.1%
20.2265424
8
<0.1%
19.976832
489
2.4%
19.9144044
2
<0.1%
19.664694
63
0.3%
19.6022664
639
3.2%
19.352556
153
0.8%
CURRENT_INTEREST_RATE_CHANGES
MISSING:
---
TOP CATEGORIES
0
12,496
62%
2
4,404
22%
1
1,934
10%
3
599
3%
4
342
2%
5
175
<1%
6
48
<1%
7
12
<1%
8
1
<1%
9
1
<1%
ALL
20,012
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
CURRENT_INTEREST_RATE_CHANGES
PROVIDES INFORMATION ON...
PRODUCT
0.27
DUEDAY
0.03
FORECLOSURE
0.02

THESE FEATURES
GIVE INFORMATION
ON CURRENT_INTEREST_RATE_CHANGES:
PRODUCT
0.33
DUEDAY
0.01
FORECLOSURE
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CURRENT_INTEREST_RATE_CHANGES
CORRELATION RATIO WITH...
DIFF_CURRENT_INTEREST_RATE_MAX_MIN
0.84
DIFF_ORIGINAL_CURRENT_INTEREST_RATE
0.68
COMPLETED_TENURE
0.49
MOB
0.48
CURRENT_INTEREST_RATE_MIN
0.45
DIFF_ORIGINAL_CURRENT_TENOR
0.43
ORIGNAL_INTEREST_RATE
0.40
AGREEMENTID
0.30
CURRENT_INTEREST_RATE
0.25
PAID_INTEREST
0.25
BALANCE_TENURE
0.24
EMI_RECEIVED_AMT
0.24
EMI_DUEAMT
0.23
NUM_LOW_FREQ_TRANSACTIONS
0.22
CURRENT_TENOR
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
BALANCE_TENURE
0.97
ORIGNAL_TENOR
0.82
DIFF_ORIGINAL_CURRENT_TENOR
-0.65
ORIGNAL_INTEREST_RATE
-0.41
CURRENT_INTEREST_RATE_MAX
-0.38
CURRENT_INTEREST_RATE_MIN
-0.37
CURRENT_INTEREST_RATE
-0.35
NET_LTV
0.26
AGREEMENTID
0.26
CUSTOMERID
0.26
DIFF_ORIGINAL_CURRENT_INTEREST_RATE
-0.22
MOB
-0.21
COMPLETED_TENURE
-0.20
LATEST_TRANSACTION_MONTH
0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
PRODUCT
0.34
CURRENT_INTEREST_RATE_CHANGES
0.21
DUEDAY
0.12
FORECLOSURE
0.01
MOST FREQUENT VALUES
180
4,433
22.2%
240
2,699
13.5%
120
1,287
6.4%
181
440
2.2%
239
362
1.8%
144
278
1.4%
204
238
1.2%
168
237
1.2%
156
222
1.1%
216
220
1.1%
202
218
1.1%
221
202
1.0%
203
190
0.9%
210
189
0.9%
228
180
0.9%
SMALLEST VALUES
6
2
<0.1%
9
1
<0.1%
10
2
<0.1%
11
2
<0.1%
12
2
<0.1%
14
2
<0.1%
15
1
<0.1%
16
1
<0.1%
17
1
<0.1%
18
4
<0.1%
19
2
<0.1%
21
2
<0.1%
22
3
<0.1%
23
4
<0.1%
24
5
<0.1%
LARGEST VALUES
713
1
<0.1%
634
1
<0.1%
608
1
<0.1%
553
1
<0.1%
552
4
<0.1%
525
1
<0.1%
515
1
<0.1%
507
2
<0.1%
504
2
<0.1%
501
1
<0.1%
500
1
<0.1%
491
2
<0.1%
486
4
<0.1%
482
1
<0.1%
481
1
<0.1%
CUSTOMERID
MISSING:
281
(1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
AGREEMENTID
1.00
MOB
-0.79
COMPLETED_TENURE
-0.78
BALANCE_TENURE
0.44
LATEST_TRANSACTION_MONTH
0.43
NUM_LOW_FREQ_TRANSACTIONS
-0.41
SCHEMEID
0.40
CURRENT_INTEREST_RATE_MAX
-0.34
ORIGNAL_INTEREST_RATE
-0.32
NUM_EMI_CHANGES
-0.30
PAID_INTEREST
-0.29
CURRENT_INTEREST_RATE
-0.28
CURRENT_INTEREST_RATE_MIN
-0.28
EMI_DUEAMT
-0.27

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
PRODUCT
0.12
CURRENT_INTEREST_RATE_CHANGES
0.09
FORECLOSURE
0.04
DUEDAY
0.03
MOST FREQUENT VALUES
12002257.0
1
<0.1%
12033858.0
1
<0.1%
12020175.0
1
<0.1%
12017842.0
1
<0.1%
12012736.0
1
<0.1%
12023434.0
1
<0.1%
12019607.0
1
<0.1%
12025416.0
1
<0.1%
12032375.0
1
<0.1%
12027885.0
1
<0.1%
12002756.0
1
<0.1%
12015267.0
1
<0.1%
12027410.0
1
<0.1%
12023776.0
1
<0.1%
12006448.0
1
<0.1%
SMALLEST VALUES
12001000.0
1
<0.1%
12001001.0
1
<0.1%
12001005.0
1
<0.1%
12001007.0
1
<0.1%
12001009.0
1
<0.1%
12001010.0
1
<0.1%
12001011.0
1
<0.1%
12001013.0
1
<0.1%
12001015.0
1
<0.1%
12001016.0
1
<0.1%
12001019.0
1
<0.1%
12001020.0
1
<0.1%
12001021.0
1
<0.1%
12001024.0
1
<0.1%
12001025.0
1
<0.1%
LARGEST VALUES
12033895.0
1
<0.1%
12033894.0
1
<0.1%
12033892.0
1
<0.1%
12033891.0
1
<0.1%
12033890.0
1
<0.1%
12033889.0
1
<0.1%
12033888.0
1
<0.1%
12033887.0
1
<0.1%
12033886.0
1
<0.1%
12033885.0
1
<0.1%
12033882.0
1
<0.1%
12033881.0
1
<0.1%
12033880.0
1
<0.1%
12033879.0
1
<0.1%
12033878.0
1
<0.1%
DIFF_AUTH_INT_DATE
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
DIFF_ORIGINAL_CURRENT_INTEREST_RATE
-0.06
COMPLETED_TENURE
0.04
MOB
0.04
CUSTOMERID
-0.04
AGREEMENTID
-0.04
PAID_INTEREST
0.03
LATEST_TRANSACTION_MONTH
-0.03
EMI_RECEIVED_AMT
0.03
EMI_DUEAMT
0.03
MIN_EMI_AMOUNT
0.03
SCHEMEID
-0.02
BALANCE_TENURE
-0.02
CURRENT_INTEREST_RATE_MAX
0.02
CURRENT_INTEREST_RATE_MIN
0.01

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
DUEDAY
0.04
CURRENT_INTEREST_RATE_CHANGES
0.02
PRODUCT
0.02
FORECLOSURE
0.02
MOST FREQUENT VALUES
0
19,926
99.6%
-1
49
0.2%
5
8
<0.1%
2
4
<0.1%
3
4
<0.1%
-4
4
<0.1%
-2
3
<0.1%
7
2
<0.1%
1
2
<0.1%
-3
1
<0.1%
15
1
<0.1%
14
1
<0.1%
9
1
<0.1%
12
1
<0.1%
11
1
<0.1%
SMALLEST VALUES
-17
1
<0.1%
-4
4
<0.1%
-3
1
<0.1%
-2
3
<0.1%
-1
49
0.2%
0
19,926
99.6%
1
2
<0.1%
2
4
<0.1%
3
4
<0.1%
4
1
<0.1%
5
8
<0.1%
6
1
<0.1%
7
2
<0.1%
9
1
<0.1%
11
1
<0.1%
LARGEST VALUES
70
1
<0.1%
15
1
<0.1%
14
1
<0.1%
12
1
<0.1%
11
1
<0.1%
9
1
<0.1%
7
2
<0.1%
6
1
<0.1%
5
8
<0.1%
4
1
<0.1%
3
4
<0.1%
2
4
<0.1%
1
2
<0.1%
0
19,926
99.6%
-1
49
0.2%
DIFF_CURRENT_INTEREST_RATE_MAX_MIN
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
CURRENT_INTEREST_RATE_MIN
-0.38
SCHEMEID
-0.34
COMPLETED_TENURE
0.29
MOB
0.28
PAID_INTEREST
0.23
EMI_RECEIVED_AMT
0.23
EMI_DUEAMT
0.23
DIFF_ORIGINAL_CURRENT_TENOR
-0.22
ORIGNAL_INTEREST_RATE
-0.22
DIFF_ORIGINAL_CURRENT_INTEREST_RATE
-0.21
EMI_AMOUNT
0.19
NET_DISBURSED_AMT
0.19
LOAN_AMT
0.19
MONTHOPENING
0.18

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CURRENT_INTEREST_RATE_CHANGES
0.84
PRODUCT
0.60
FORECLOSURE
0.07
DUEDAY
0.04
MOST FREQUENT VALUES
0.0
12,496
62.4%
1.747972800000001
2,083
10.4%
1.186124399999999
1,084
5.4%
1.248552
748
3.7%
1.747972799999999
686
3.4%
0.936414000000001
357
1.8%
1.186124400000001
339
1.7%
1.747972800000003
256
1.3%
0.9364139999999992
186
0.9%
2.497104
172
0.9%
0.3121379999999991
170
0.8%
0.3121380000000009
108
0.5%
0.4994208000000011
99
0.5%
0.624276
72
0.4%
2.184965999999999
70
0.3%
SMALLEST VALUES
0.0
12,496
62.4%
0.01248552000000025
1
<0.1%
0.2497103999999979
5
<0.1%
0.2497103999999997
31
0.2%
0.3121379999999974
3
<0.1%
0.3121379999999991
170
0.8%
0.3121380000000009
108
0.5%
0.3745656000000004
1
<0.1%
0.4369931999999999
4
<0.1%
0.4994207999999993
31
0.2%
0.4994208000000011
99
0.5%
0.4994208000000029
11
<0.1%
0.5213303904960007
1
<0.1%
0.6242759999999983
54
0.3%
0.624276
72
0.4%
LARGEST VALUES
24.346764
2
<0.1%
20.601108
1
<0.1%
19.6022664
1
<0.1%
13.421934
2
<0.1%
12.01107024
1
<0.1%
10.7375472
1
<0.1%
10.612692
1
<0.1%
10.43789472
1
<0.1%
9.0481428506232
1
<0.1%
8.458187047999202
1
<0.1%
8.115587999999999
1
<0.1%
7.928305200000004
1
<0.1%
7.80345
1
<0.1%
7.491311999999999
1
<0.1%
7.179174000000003
3
<0.1%
DIFF_EMI_AMOUNT_MAX_MIN
MISSING:
89
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
MAX_EMI_AMOUNT
1.00
LAST_RECEIPT_AMOUNT
0.84
EXCESS_AVAILABLE
0.66
BALANCE_EXCESS
0.55
EXCESS_ADJUSTED_AMT
0.51
NET_RECEIVABLE
-0.50
PAID_PRINCIPAL
0.28
NET_DISBURSED_AMT
0.27
LOAN_AMT
0.26
PRE_EMI_RECEIVED_AMT
0.26
PRE_EMI_DUEAMT
0.26
MONTHOPENING
0.23
EMI_AMOUNT
0.23
PAID_INTEREST
0.22

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
PRODUCT
0.09
CURRENT_INTEREST_RATE_CHANGES
0.07
DUEDAY
0.03
FORECLOSURE
0.01
MOST FREQUENT VALUES
0.0
1,488
7.5%
267162.0
135
0.7%
38232.0
54
0.3%
5782.0
46
0.2%
29382.0
43
0.2%
28635.0
28
0.1%
20532.0
19
<0.1%
23482.0
19
<0.1%
5841.0
19
<0.1%
30857.0
18
<0.1%
11682.0
17
<0.1%
590.0
15
<0.1%
28510.0
14
<0.1%
99882.0
13
<0.1%
22302.0
13
<0.1%
SMALLEST VALUES
0.0
1,488
7.5%
3.0
2
<0.1%
4.0
1
<0.1%
8.0
2
<0.1%
10.0
1
<0.1%
11.0
1
<0.1%
12.0
2
<0.1%
20.0
1
<0.1%
25.0
1
<0.1%
26.0
1
<0.1%
27.0
1
<0.1%
28.0
1
<0.1%
38.0
1
<0.1%
53.0
1
<0.1%
54.0
1
<0.1%
LARGEST VALUES
84968249.9
1
<0.1%
34210532.0
1
<0.1%
34007500.0
1
<0.1%
33113161.45
1
<0.1%
29276616.6
1
<0.1%
24416163.0
1
<0.1%
20799438.0
1
<0.1%
20114180.0
1
<0.1%
19612611.0
1
<0.1%
19487782.0
1
<0.1%
17097534.95
1
<0.1%
14994300.0
1
<0.1%
14418504.0
1
<0.1%
14400000.0
1
<0.1%
13610622.74
1
<0.1%
DIFF_ORIGINAL_CURRENT_INTEREST_RATE
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
DIFF_ORIGINAL_CURRENT_TENOR
0.49
ORIGNAL_INTEREST_RATE
0.30
BALANCE_TENURE
-0.23
CURRENT_TENOR
-0.22
DIFF_CURRENT_INTEREST_RATE_MAX_MIN
-0.21
SCHEMEID
0.20
LATEST_TRANSACTION_MONTH
-0.16
CUSTOMERID
-0.16
NUM_EMI_CHANGES
0.15
OUTSTANDING_PRINCIPAL
-0.15
AGREEMENTID
-0.14
MONTHOPENING
-0.14
CURRENT_INTEREST_RATE_MIN
0.13
NET_DISBURSED_AMT
-0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CURRENT_INTEREST_RATE_CHANGES
0.68
PRODUCT
0.49
FORECLOSURE
0.13
DUEDAY
0.06
MOST FREQUENT VALUES
0.0
11,873
59.3%
-1.747972800000001
2,016
10.1%
-1.186124399999999
911
4.6%
-1.248552
706
3.5%
-1.747972799999999
620
3.1%
-0.9364139999999992
522
2.6%
-0.936414000000001
488
2.4%
-1.186124400000001
265
1.3%
-1.747972800000003
181
0.9%
0.3121379999999991
147
0.7%
-0.4994208000000011
123
0.6%
-0.5618483999999988
80
0.4%
-2.684386800000002
68
0.3%
0.624276
65
0.3%
0.9988416000000004
63
0.3%
SMALLEST VALUES
-7.179174000000003
2
<0.1%
-6.554898000000001
1
<0.1%
-5.306346000000001
1
<0.1%
-5.243918400000002
1
<0.1%
-5.181490800000001
1
<0.1%
-4.994207999999999
1
<0.1%
-4.682070000000001
3
<0.1%
-4.68207
1
<0.1%
-4.307504400000001
2
<0.1%
-4.2450768
1
<0.1%
-4.057794000000001
2
<0.1%
-4.057793999999999
1
<0.1%
-3.932938800000002
3
<0.1%
-3.870511199999999
1
<0.1%
-3.745656
2
<0.1%
LARGEST VALUES
10.324456903764
1
<0.1%
8.458187047999202
1
<0.1%
7.881109060413603
1
<0.1%
7.179174
1
<0.1%
6.991891200000001
1
<0.1%
5.618484
1
<0.1%
5.618483999999999
2
<0.1%
5.306346000000001
1
<0.1%
5.119063199999999
1
<0.1%
4.994208
4
<0.1%
4.68207
1
<0.1%
4.4323596
1
<0.1%
4.369931999999999
1
<0.1%
4.254020302831201
1
<0.1%
4.1826492
2
<0.1%
DIFF_ORIGINAL_CURRENT_TENOR
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
CURRENT_TENOR
-0.65
BALANCE_TENURE
-0.64
DIFF_ORIGINAL_CURRENT_INTEREST_RATE
0.49
ORIGNAL_INTEREST_RATE
0.23
DIFF_CURRENT_INTEREST_RATE_MAX_MIN
-0.22
CUSTOMERID
-0.22
AGREEMENTID
-0.21
EXCESS_ADJUSTED_AMT
0.19
EXCESS_AVAILABLE
0.18
CURRENT_INTEREST_RATE_MIN
0.18
LATEST_TRANSACTION_MONTH
-0.18
MOB
0.17
COMPLETED_TENURE
0.16
NUM_EMI_CHANGES
0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CURRENT_INTEREST_RATE_CHANGES
0.43
PRODUCT
0.27
FORECLOSURE
0.14
DUEDAY
0.09
MOST FREQUENT VALUES
0
10,131
50.6%
-1
998
5.0%
1
609
3.0%
-22
242
1.2%
-41
201
1.0%
-30
199
1.0%
-23
195
1.0%
-10
188
0.9%
-46
177
0.9%
-19
175
0.9%
-45
175
0.9%
-43
171
0.9%
-42
155
0.8%
-39
153
0.8%
-44
150
0.7%
SMALLEST VALUES
-461
1
<0.1%
-394
1
<0.1%
-368
1
<0.1%
-313
1
<0.1%
-312
4
<0.1%
-285
1
<0.1%
-264
2
<0.1%
-261
1
<0.1%
-260
1
<0.1%
-233
2
<0.1%
-226
1
<0.1%
-224
2
<0.1%
-215
3
<0.1%
-213
1
<0.1%
-211
1
<0.1%
LARGEST VALUES
234
2
<0.1%
230
1
<0.1%
228
1
<0.1%
225
1
<0.1%
219
1
<0.1%
211
1
<0.1%
204
3
<0.1%
203
1
<0.1%
198
1
<0.1%
197
1
<0.1%
194
1
<0.1%
193
2
<0.1%
192
6
<0.1%
190
2
<0.1%
189
7
<0.1%
DPD
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
EMI_OS_AMOUNT
0.58
NUM_LOW_FREQ_TRANSACTIONS
0.30
NET_RECEIVABLE
0.18
MOB
0.16
COMPLETED_TENURE
0.15
NUM_EMI_CHANGES
0.15
AGREEMENTID
-0.12
CUSTOMERID
-0.12
BALANCE_EXCESS
0.10
PRE_EMI_OS_AMOUNT
0.10
CURRENT_INTEREST_RATE_MAX
0.09
CURRENT_INTEREST_RATE_MIN
0.09
CURRENT_INTEREST_RATE
0.09
ORIGNAL_INTEREST_RATE
0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
DUEDAY
0.13
CURRENT_INTEREST_RATE_CHANGES
0.06
PRODUCT
0.03
FORECLOSURE
0.01
MOST FREQUENT VALUES
0
18,770
93.8%
26
407
2.0%
56
161
0.8%
87
108
0.5%
25
91
0.5%
16
79
0.4%
46
56
0.3%
77
39
0.2%
148
17
<0.1%
15
14
<0.1%
86
13
<0.1%
57
13
<0.1%
23
9
<0.1%
179
8
<0.1%
117
8
<0.1%
SMALLEST VALUES
0
18,770
93.8%
13
5
<0.1%
15
14
<0.1%
16
79
0.4%
23
9
<0.1%
25
91
0.5%
26
407
2.0%
44
3
<0.1%
45
1
<0.1%
46
56
0.3%
47
2
<0.1%
54
3
<0.1%
56
161
0.8%
57
13
<0.1%
74
3
<0.1%
LARGEST VALUES
2054
1
<0.1%
1790
1
<0.1%
1658
1
<0.1%
1579
1
<0.1%
1569
1
<0.1%
1508
2
<0.1%
1477
2
<0.1%
1416
1
<0.1%
1295
1
<0.1%
1293
1
<0.1%
1265
1
<0.1%
1204
1
<0.1%
1170
1
<0.1%
1153
2
<0.1%
1142
1
<0.1%
DUEDAY
MISSING:
---
TOP CATEGORIES
5
18,343
92%
15
1,587
8%
1
82
<1%
ALL
20,012
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
DUEDAY
PROVIDES INFORMATION ON...
FORECLOSURE
0.06
CURRENT_INTEREST_RATE_CHANGES
0.01
PRODUCT
0.01

THESE FEATURES
GIVE INFORMATION
ON DUEDAY:
FORECLOSURE
0.06
CURRENT_INTEREST_RATE_CHANGES
0.03
PRODUCT
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
DUEDAY
CORRELATION RATIO WITH...
MOB
0.37
COMPLETED_TENURE
0.37
AGREEMENTID
0.34
CURRENT_INTEREST_RATE_MAX
0.24
CURRENT_INTEREST_RATE_MIN
0.23
ORIGNAL_INTEREST_RATE
0.23
CURRENT_INTEREST_RATE
0.22
BALANCE_TENURE
0.20
NUM_LOW_FREQ_TRANSACTIONS
0.19
NUM_EMI_CHANGES
0.19
LATEST_TRANSACTION_MONTH
0.18
PAID_INTEREST
0.14
EMI_DUEAMT
0.13
EMI_RECEIVED_AMT
0.13
EMI_AMOUNT
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
NET_DISBURSED_AMT
0.92
LOAN_AMT
0.91
MONTHOPENING
0.89
OUTSTANDING_PRINCIPAL
0.86
EMI_RECEIVED_AMT
0.73
EMI_DUEAMT
0.73
PAID_INTEREST
0.71
MIN_EMI_AMOUNT
0.41
PRE_EMI_RECEIVED_AMT
0.34
PRE_EMI_DUEAMT
0.34
EXCESS_AVAILABLE
0.25
MAX_EMI_AMOUNT
0.25
EXCESS_ADJUSTED_AMT
0.23
DIFF_EMI_AMOUNT_MAX_MIN
0.23

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
PRODUCT
0.28
CURRENT_INTEREST_RATE_CHANGES
0.19
DUEDAY
0.06
FORECLOSURE
0.00
MOST FREQUENT VALUES
118.0
646
3.2%
0.0
89
0.4%
5900.0
79
0.4%
13318.0
47
0.2%
115.0
38
0.2%
16752.0
37
0.2%
8590.0
35
0.2%
19977.0
30
0.1%
23361.0
29
0.1%
14479.0
28
0.1%
26635.0
26
0.1%
29201.0
24
0.1%
8376.0
24
0.1%
11011.0
24
0.1%
12002.0
22
0.1%
SMALLEST VALUES
0.0
89
0.4%
1.0
1
<0.1%
2.0
1
<0.1%
3.0
2
<0.1%
5.36
1
<0.1%
6.0
1
<0.1%
7.0
1
<0.1%
9.05
1
<0.1%
10.0
5
<0.1%
11.0
1
<0.1%
12.0
1
<0.1%
13.34
1
<0.1%
14.37
1
<0.1%
20.0
3
<0.1%
25.0
1
<0.1%
LARGEST VALUES
4879479.0
1
<0.1%
3156965.0
1
<0.1%
3130304.0
1
<0.1%
2400000.0
1
<0.1%
2320906.0
1
<0.1%
2177984.0
1
<0.1%
2158607.0
1
<0.1%
2140832.0
1
<0.1%
2125912.0
1
<0.1%
2015547.0
1
<0.1%
1873228.0
1
<0.1%
1790239.0
1
<0.1%
1743930.0
1
<0.1%
1731009.0
1
<0.1%
1664608.0
1
<0.1%
EMI_DUEAMT
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
EMI_RECEIVED_AMT
1.00
PAID_INTEREST
0.96
EMI_AMOUNT
0.73
NET_DISBURSED_AMT
0.65
LOAN_AMT
0.65
MONTHOPENING
0.57
OUTSTANDING_PRINCIPAL
0.53
MIN_EMI_AMOUNT
0.44
COMPLETED_TENURE
0.33
MOB
0.33
AGREEMENTID
-0.27
CUSTOMERID
-0.27
PRE_EMI_RECEIVED_AMT
0.26
PRE_EMI_DUEAMT
0.26

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CURRENT_INTEREST_RATE_CHANGES
0.23
PRODUCT
0.23
DUEDAY
0.13
FORECLOSURE
0.03
MOST FREQUENT VALUES
0.0
1,636
8.2%
151771.69344
9
<0.1%
189714.6168
7
<0.1%
170743.15512
7
<0.1%
227657.54016
6
<0.1%
182126.032128
6
<0.1%
79521.123312
6
<0.1%
379429.2336
6
<0.1%
159369.11232
6
<0.1%
494128.173168
5
<0.1%
702955.598976
5
<0.1%
303543.38688
5
<0.1%
462537.04536
5
<0.1%
147990.652416
5
<0.1%
882404.8660800001
5
<0.1%
SMALLEST VALUES
0.0
1,636
8.2%
4858.8144
1
<0.1%
8430.042984
1
<0.1%
9103.651344
1
<0.1%
9741.922872000001
1
<0.1%
10773.316656
1
<0.1%
11888.635416
1
<0.1%
12036.6084
1
<0.1%
12484.944456
1
<0.1%
12489.36156
1
<0.1%
12522.48984
1
<0.1%
12621.87468
1
<0.1%
12721.25952
1
<0.1%
12791.933184
1
<0.1%
13204.932408
1
<0.1%
LARGEST VALUES
354610409.6448
1
<0.1%
173759100.725952
1
<0.1%
161648746.56612
1
<0.1%
139342625.3496
1
<0.1%
138229278.826536
1
<0.1%
137772446.470992
1
<0.1%
132071612.786784
1
<0.1%
125935047.25284
1
<0.1%
118647395.459256
1
<0.1%
113765649.66384
1
<0.1%
113761943.713584
1
<0.1%
109356730.557552
1
<0.1%
108840088.405296
1
<0.1%
106086211.788216
1
<0.1%
103611975.39972
1
<0.1%
EMI_OS_AMOUNT
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
DPD
0.58
BALANCE_EXCESS
0.24
NET_RECEIVABLE
0.24
EMI_DUEAMT
0.16
NUM_LOW_FREQ_TRANSACTIONS
0.15
MAX_EMI_AMOUNT
0.11
DIFF_EMI_AMOUNT_MAX_MIN
0.11
EXCESS_AVAILABLE
0.10
LAST_RECEIPT_AMOUNT
0.10
MOB
0.09
COMPLETED_TENURE
0.09
MONTHOPENING
0.09
PAID_INTEREST
0.09
NET_DISBURSED_AMT
0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CURRENT_INTEREST_RATE_CHANGES
0.05
DUEDAY
0.04
PRODUCT
0.03
FORECLOSURE
0.00
MOST FREQUENT VALUES
0.0
18,734
93.6%
92772.435312
2
<0.1%
39707.556408
2
<0.1%
70589.73902400001
2
<0.1%
13887.374976
2
<0.1%
15267.719976
2
<0.1%
51794.961504
2
<0.1%
25581.657816
2
<0.1%
55494.286104
2
<0.1%
73993.117656
2
<0.1%
0.02208552
2
<0.1%
55019.447424
2
<0.1%
17173.700352
2
<0.1%
141166.226736
2
<0.1%
25897.480752
2
<0.1%
SMALLEST VALUES
0.0
18,734
93.6%
0.02208552
2
<0.1%
2.208552
1
<0.1%
35.336832
1
<0.1%
141.347328
1
<0.1%
154.59864
1
<0.1%
196.561128
1
<0.1%
265.02624
1
<0.1%
708.945192
1
<0.1%
1015.93392
1
<0.1%
1258.87464
1
<0.1%
1303.04568
1
<0.1%
1391.38776
1
<0.1%
1693.23056184
1
<0.1%
1793.344224
1
<0.1%
LARGEST VALUES
58995308.7953136
1
<0.1%
38732088.2403096
1
<0.1%
23391028.21548
1
<0.1%
21377405.223552
1
<0.1%
18231176.51672544
1
<0.1%
17817622.28360784
1
<0.1%
14999992.676904
1
<0.1%
14835671.991
1
<0.1%
14705493.310464
1
<0.1%
13431374.18445504
1
<0.1%
12785402.495736
1
<0.1%
10306594.4046
1
<0.1%
8252080.072392
1
<0.1%
7863542.770344
1
<0.1%
7366832.424434161
1
<0.1%
EMI_RECEIVED_AMT
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
EMI_DUEAMT
1.00
PAID_INTEREST
0.96
EMI_AMOUNT
0.73
NET_DISBURSED_AMT
0.65
LOAN_AMT
0.65
MONTHOPENING
0.56
OUTSTANDING_PRINCIPAL
0.53
MIN_EMI_AMOUNT
0.44
COMPLETED_TENURE
0.33
MOB
0.32
AGREEMENTID
-0.26
CUSTOMERID
-0.26
PRE_EMI_RECEIVED_AMT
0.26
PRE_EMI_DUEAMT
0.25

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CURRENT_INTEREST_RATE_CHANGES
0.24
PRODUCT
0.23
DUEDAY
0.13
FORECLOSURE
0.03
MOST FREQUENT VALUES
0.0
1,659
8.3%
151771.69344
9
<0.1%
189714.6168
7
<0.1%
379429.2336
7
<0.1%
159369.11232
6
<0.1%
79521.123312
6
<0.1%
227657.54016
6
<0.1%
170743.15512
6
<0.1%
182126.032128
6
<0.1%
334463.11488
5
<0.1%
303543.38688
5
<0.1%
147990.652416
5
<0.1%
284571.9252
5
<0.1%
462537.04536
5
<0.1%
224221.033248
5
<0.1%
SMALLEST VALUES
0.0
1,659
8.3%
132.31435032
1
<0.1%
4560.65988
1
<0.1%
4858.8144
1
<0.1%
8430.042984
1
<0.1%
9741.922872000001
1
<0.1%
10773.316656
1
<0.1%
11347.540176
1
<0.1%
11888.635416
1
<0.1%
12036.6084
1
<0.1%
12356.84844
1
<0.1%
12489.36156
1
<0.1%
12522.48984
1
<0.1%
12621.87468
1
<0.1%
12721.25952
1
<0.1%
LARGEST VALUES
354610409.6448
1
<0.1%
173759100.725952
1
<0.1%
161648746.56612
1
<0.1%
139342625.3496
1
<0.1%
138229278.826536
1
<0.1%
137772446.470992
1
<0.1%
132071612.786784
1
<0.1%
125935047.25284
1
<0.1%
118647395.459256
1
<0.1%
113765649.66384
1
<0.1%
113761943.713584
1
<0.1%
109356730.557552
1
<0.1%
108840088.405296
1
<0.1%
106086211.788216
1
<0.1%
102520906.54068
1
<0.1%
EXCESS_ADJUSTED_AMT
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
EXCESS_AVAILABLE
0.95
PAID_PRINCIPAL
0.58
MAX_EMI_AMOUNT
0.52
DIFF_EMI_AMOUNT_MAX_MIN
0.51
PRE_EMI_RECEIVED_AMT
0.48
PRE_EMI_DUEAMT
0.48
LAST_RECEIPT_AMOUNT
0.36
NET_DISBURSED_AMT
0.29
LOAN_AMT
0.29
PAID_INTEREST
0.25
EMI_AMOUNT
0.23
EMI_RECEIVED_AMT
0.22
EMI_DUEAMT
0.22
MONTHOPENING
0.21

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
PRODUCT
0.08
CURRENT_INTEREST_RATE_CHANGES
0.07
DUEDAY
0.02
FORECLOSURE
0.02
MOST FREQUENT VALUES
0.0
11,774
58.8%
260.609136
3,139
15.7%
590301.77856
175
0.9%
590562.387696
150
0.7%
253.98348
105
0.5%
13030.4568
78
0.4%
521.2182720000001
75
0.4%
130.304568
70
0.3%
1303.04568
60
0.3%
26060.9136
40
0.2%
486294.439224
40
0.2%
441710.4
36
0.2%
2208552.0
27
0.1%
1104276.0
26
0.1%
220855.2
23
0.1%
SMALLEST VALUES
0.0
11,774
58.8%
0.02208552
1
<0.1%
0.24294072
1
<0.1%
0.4417104000000001
12
<0.1%
0.94967736
1
<0.1%
1.104276
2
<0.1%
1.3251312
1
<0.1%
1.47972984
1
<0.1%
1.74475608
1
<0.1%
1.7668416
1
<0.1%
1.78892712
1
<0.1%
2.00978232
1
<0.1%
2.12020992
1
<0.1%
2.208552
5
<0.1%
2.6502624
1
<0.1%
LARGEST VALUES
284164206.623832
1
<0.1%
242183566.534944
1
<0.1%
186714347.5624006
1
<0.1%
112748297.853456
1
<0.1%
88342080.0
1
<0.1%
83520943.49712001
1
<0.1%
77299320.0
1
<0.1%
76195044.0
1
<0.1%
72473258.80161385
1
<0.1%
59189513.84004
1
<0.1%
59061943.459416
1
<0.1%
55257145.041552
1
<0.1%
54158757.041184
1
<0.1%
53365476.082512
1
<0.1%
52114664.865864
1
<0.1%
EXCESS_AVAILABLE
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
EXCESS_ADJUSTED_AMT
0.95
MAX_EMI_AMOUNT
0.66
DIFF_EMI_AMOUNT_MAX_MIN
0.66
PAID_PRINCIPAL
0.54
LAST_RECEIPT_AMOUNT
0.53
PRE_EMI_RECEIVED_AMT
0.46
PRE_EMI_DUEAMT
0.46
BALANCE_EXCESS
0.34
NET_DISBURSED_AMT
0.31
LOAN_AMT
0.31
NET_RECEIVABLE
-0.29
PAID_INTEREST
0.25
EMI_AMOUNT
0.25
EMI_DUEAMT
0.24

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
PRODUCT
0.09
CURRENT_INTEREST_RATE_CHANGES
0.07
DUEDAY
0.03
FORECLOSURE
0.02
MOST FREQUENT VALUES
0.0
6,929
34.6%
260.609136
3,727
18.6%
1.104276
463
2.3%
0.4417104000000001
375
1.9%
253.98348
175
0.9%
590562.387696
159
0.8%
1303.04568
143
0.7%
130.304568
92
0.5%
521.2182720000001
89
0.4%
590301.77856
81
0.4%
2.208552
74
0.4%
1563.654816
69
0.3%
13030.4568
59
0.3%
0.8834208000000001
34
0.2%
4.417104
33
0.2%
SMALLEST VALUES
0.0
6,929
34.6%
0.02208552
11
<0.1%
0.17668416
1
<0.1%
0.19876968
1
<0.1%
0.2208552
6
<0.1%
0.24294072
1
<0.1%
0.30919728
1
<0.1%
0.35336832
2
<0.1%
0.39753936
1
<0.1%
0.4417104000000001
375
1.9%
0.46379592
1
<0.1%
0.48588144
1
<0.1%
0.53005248
1
<0.1%
0.64048008
2
<0.1%
0.6625656
3
<0.1%
LARGEST VALUES
284164207.0655424
1
<0.1%
242183567.63922
1
<0.1%
190811235.6177029
1
<0.1%
112748297.853456
1
<0.1%
88368140.9136
1
<0.1%
83520944.60139601
1
<0.1%
77299320.0
1
<0.1%
76533833.668248
1
<0.1%
75555999.4788
1
<0.1%
75345537.724512
1
<0.1%
72473258.80161385
1
<0.1%
59189514.944316
1
<0.1%
59062226.154072
1
<0.1%
55257147.05133432
1
<0.1%
54979117.54180944
1
<0.1%
FOIR
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
EMI_AMOUNT
0.03
ORIGNAL_TENOR
-0.02
OUTSTANDING_PRINCIPAL
0.02
NET_DISBURSED_AMT
0.02
LOAN_AMT
0.02
MONTHOPENING
0.02
CURRENT_TENOR
-0.02
BALANCE_TENURE
-0.01
PRE_EMI_RECEIVED_AMT
0.01
PRE_EMI_DUEAMT
0.01
CUSTOMERID
-0.01
AGREEMENTID
-0.01
NET_LTV
-0.01
EMI_RECEIVED_AMT
0.01

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
DUEDAY
0.02
PRODUCT
0.01
CURRENT_INTEREST_RATE_CHANGES
0.01
FORECLOSURE
0.00
MOST FREQUENT VALUES
0.49
931
4.7%
0.39
583
2.9%
0.59
559
2.8%
0.54
533
2.7%
0.48
513
2.6%
0.47
469
2.3%
0.56
421
2.1%
0.46
418
2.1%
0.6
418
2.1%
0.44
409
2.0%
0.53
402
2.0%
0.45
401
2.0%
0.57
389
1.9%
0.58
387
1.9%
0.55
386
1.9%
SMALLEST VALUES
-170.33
1
<0.1%
0.0
65
0.3%
0.01
8
<0.1%
0.02
13
<0.1%
0.03
9
<0.1%
0.04
9
<0.1%
0.05
14
<0.1%
0.06
19
<0.1%
0.07
15
<0.1%
0.08
18
<0.1%
0.09
21
0.1%
0.1
32
0.2%
0.11
20
<0.1%
0.12
33
0.2%
0.13
28
0.1%
LARGEST VALUES
547616.0
1
<0.1%
33.22
1
<0.1%
30.36
1
<0.1%
28.66
1
<0.1%
22.94
1
<0.1%
16.66
1
<0.1%
15.1
1
<0.1%
14.46
1
<0.1%
14.05
1
<0.1%
12.07
1
<0.1%
11.85
1
<0.1%
11.57
1
<0.1%
11.55
1
<0.1%
11.03
1
<0.1%
10.98
1
<0.1%
INTEREST_START_DATE
MISSING:
---
526
3%
-
-
2018-03-31 00:00:00
484
2%
-
-
2018-06-30 00:00:00
451
2%
-
-
2018-08-31 00:00:00
433
2%
-
-
2018-02-28 00:00:00
432
2%
-
-
2018-05-31 00:00:00
423
2%
-
-
2018-01-31 00:00:00
409
2%
-
-
2018-04-30 00:00:00
400
2%
-
-
2018-07-31 00:00:00
363
2%
-
-
2017-12-31 00:00:00
356
2%
-
-
2017-11-30 00:00:00
312
2%
-
-
2018-09-30 00:00:00
297
1%
-
-
2017-10-31 00:00:00
292
1%
-
-
2017-08-31 00:00:00
261
1%
-
-
2017-09-30 00:00:00
253
1%
-
-
2017-07-31 00:00:00
227
1%
-
-
2018-12-31 00:00:00
202
1%
-
-
2017-06-30 00:00:00
174
<1%
-
-
2017-03-31 00:00:00
150
<1%
-
-
2016-09-30 00:00:00
137
<1%
-
-
2018-11-30 00:00:00
130
<1%
-
-
2016-03-31 00:00:00
130
<1%
-
-
2016-07-31 00:00:00
124
<1%
-
-
2017-04-30 00:00:00
119
<1%
-
-
2017-02-28 00:00:00
116
<1%
-
-
2016-06-30 00:00:00
110
<1%
-
-
2018-03-29 00:00:00
106
<1%
-
-
2017-05-31 00:00:00
106
<1%
-
-
2015-09-30 00:00:00
102
<1%
-
-
2018-08-03 00:00:00
100
<1%
-
-
2017-01-31 00:00:00
98
<1%
-
-
2016-02-29 00:00:00
93
<1%
-
-
2015-10-31 00:00:00
88
<1%
-
-
2016-08-31 00:00:00
87
<1%
-
-
2016-11-30 00:00:00
86
<1%
-
-
2015-03-31 00:00:00
85
<1%
-
-
2016-01-31 00:00:00
84
<1%
-
-
2016-12-31 00:00:00
82
<1%
-
-
2016-04-30 00:00:00
81
<1%
-
-
2015-07-31 00:00:00
79
<1%
-
-
2015-08-31 00:00:00
78
<1%
-
-
2017-12-29 00:00:00
74
<1%
-
-
2015-12-31 00:00:00
72
<1%
-
-
2016-05-31 00:00:00
72
<1%
-
-
2018-03-28 00:00:00
72
<1%
-
-
2017-12-30 00:00:00
71
<1%
-
-
2018-08-30 00:00:00
71
<1%
-
-
2018-09-03 00:00:00
70
<1%
-
-
2014-03-31 00:00:00
65
<1%
-
-
2018-07-30 00:00:00
64
<1%
-
-
2018-01-29 00:00:00
63
<1%
-
-
2015-05-30 00:00:00
63
<1%
-
-
2016-10-31 00:00:00
61
<1%
-
-
2015-11-30 00:00:00
61
<1%
-
-
2015-06-30 00:00:00
60
<1%
-
-
2014-02-28 00:00:00
59
<1%
-
-
2018-01-30 00:00:00
58
<1%
-
-
2017-09-29 00:00:00
57
<1%
-
-
2015-02-28 00:00:00
57
<1%
-
-
2017-11-29 00:00:00
54
<1%
-
-
2014-06-30 00:00:00
10,122
51%
-
-
(Other)
LAST_RECEIPT_AMOUNT
MISSING:
247
(1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
MAX_EMI_AMOUNT
0.84
DIFF_EMI_AMOUNT_MAX_MIN
0.84
BALANCE_EXCESS
0.54
EXCESS_AVAILABLE
0.53
NET_RECEIVABLE
-0.50
EXCESS_ADJUSTED_AMT
0.36
NET_DISBURSED_AMT
0.22
LOAN_AMT
0.22
MONTHOPENING
0.22
EMI_AMOUNT
0.22
PAID_INTEREST
0.21
EMI_DUEAMT
0.20
EMI_RECEIVED_AMT
0.19
OUTSTANDING_PRINCIPAL
0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
PRODUCT
0.08
CURRENT_INTEREST_RATE_CHANGES
0.06
DUEDAY
0.03
FORECLOSURE
0.01
MOST FREQUENT VALUES
118.0
215
1.1%
5900.0
63
0.3%
590.0
40
0.2%
10000.0
33
0.2%
13318.0
32
0.2%
200.0
29
0.1%
20000.0
28
0.1%
16752.0
28
0.1%
23361.0
25
0.1%
100000.0
25
0.1%
15000.0
25
0.1%
14479.0
24
0.1%
230.0
23
0.1%
11011.0
22
0.1%
19977.0
22
0.1%
SMALLEST VALUES
1.0
2
<0.1%
2.0
3
<0.1%
3.0
1
<0.1%
4.0
1
<0.1%
5.36
1
<0.1%
6.0
1
<0.1%
10.0
2
<0.1%
13.0
1
<0.1%
13.34
1
<0.1%
20.0
3
<0.1%
24.58
1
<0.1%
25.0
1
<0.1%
30.0
1
<0.1%
35.31
1
<0.1%
36.0
1
<0.1%
LARGEST VALUES
84968811.9
1
<0.1%
34015000.0
1
<0.1%
24449268.0
1
<0.1%
20120180.0
1
<0.1%
19618511.0
1
<0.1%
19517790.0
1
<0.1%
14500000.0
1
<0.1%
13612500.0
1
<0.1%
12086573.0
1
<0.1%
11681489.0
1
<0.1%
10910240.7
1
<0.1%
10437057.0
1
<0.1%
10415000.0
1
<0.1%
10000000.0
1
<0.1%
8645778.0
1
<0.1%
LAST_RECEIPT_DATE
MISSING:
75
(<1%)
11,512
58%
-
-
2018-12-05 00:00:00
505
3%
-
-
2018-12-31 00:00:00
433
2%
-
-
2018-12-15 00:00:00
203
1%
-
-
2018-12-09 00:00:00
197
<1%
-
-
2018-12-14 00:00:00
195
<1%
-
-
2018-12-11 00:00:00
179
<1%
-
-
2018-12-10 00:00:00
169
<1%
-
-
2018-12-24 00:00:00
163
<1%
-
-
2018-12-18 00:00:00
160
<1%
-
-
2018-08-05 00:00:00
154
<1%
-
-
2018-12-29 00:00:00
149
<1%
-
-
2018-12-07 00:00:00
137
<1%
-
-
2018-12-27 00:00:00
131
<1%
-
-
2018-12-28 00:00:00
129
<1%
-
-
2018-11-05 00:00:00
125
<1%
-
-
2018-12-12 00:00:00
124
<1%
-
-
2018-12-13 00:00:00
121
<1%
-
-
2018-12-19 00:00:00
118
<1%
-
-
2018-12-20 00:00:00
109
<1%
-
-
2018-12-26 00:00:00
97
<1%
-
-
2018-04-05 00:00:00
95
<1%
-
-
2018-12-21 00:00:00
93
<1%
-
-
2017-12-05 00:00:00
92
<1%
-
-
2018-09-05 00:00:00
85
<1%
-
-
2018-10-05 00:00:00
80
<1%
-
-
2018-02-05 00:00:00
75
<1%
-
-
2017-08-05 00:00:00
73
<1%
-
-
2018-03-05 00:00:00
72
<1%
-
-
2017-06-05 00:00:00
70
<1%
-
-
2018-07-05 00:00:00
69
<1%
-
-
2018-06-05 00:00:00
69
<1%
-
-
2018-01-05 00:00:00
65
<1%
-
-
2017-10-05 00:00:00
62
<1%
-
-
2017-02-05 00:00:00
62
<1%
-
-
2017-07-05 00:00:00
62
<1%
-
-
2017-11-05 00:00:00
61
<1%
-
-
2017-09-05 00:00:00
61
<1%
-
-
2017-01-05 00:00:00
60
<1%
-
-
2017-05-05 00:00:00
59
<1%
-
-
2016-11-05 00:00:00
58
<1%
-
-
2018-11-30 00:00:00
58
<1%
-
-
2018-05-05 00:00:00
51
<1%
-
-
2016-08-05 00:00:00
51
<1%
-
-
2014-01-05 00:00:00
49
<1%
-
-
2017-04-05 00:00:00
46
<1%
-
-
2016-07-05 00:00:00
46
<1%
-
-
2016-06-05 00:00:00
43
<1%
-
-
2016-09-05 00:00:00
43
<1%
-
-
2016-05-05 00:00:00
42
<1%
-
-
2015-11-05 00:00:00
39
<1%
-
-
2015-12-05 00:00:00
39
<1%
-
-
2016-02-05 00:00:00
39
<1%
-
-
2015-09-05 00:00:00
38
<1%
-
-
2016-03-05 00:00:00
37
<1%
-
-
2015-06-05 00:00:00
37
<1%
-
-
2018-08-15 00:00:00
36
<1%
-
-
2017-03-05 00:00:00
34
<1%
-
-
2016-01-05 00:00:00
31
<1%
-
-
2017-03-06 00:00:00
31
<1%
-
-
2016-12-05 00:00:00
2,614
13%
-
-
(Other)
LATEST_TRANSACTION_MONTH
MISSING:
75
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
AGREEMENTID
0.43
CUSTOMERID
0.43
SCHEMEID
0.25
DIFF_ORIGINAL_CURRENT_TENOR
-0.18
BALANCE_TENURE
0.18
DIFF_ORIGINAL_CURRENT_INTEREST_RATE
-0.16
CURRENT_INTEREST_RATE_MIN
-0.16
CURRENT_TENOR
0.16
DIFF_CURRENT_INTEREST_RATE_MAX_MIN
0.15
ORIGNAL_INTEREST_RATE
-0.14
COMPLETED_TENURE
-0.12
MOB
-0.12
CURRENT_INTEREST_RATE_MAX
-0.11
MIN_EMI_AMOUNT
-0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
FORECLOSURE
0.45
CURRENT_INTEREST_RATE_CHANGES
0.19
DUEDAY
0.18
PRODUCT
0.17
MOST FREQUENT VALUES
12.0
15,203
76.3%
11.0
658
3.3%
8.0
556
2.8%
9.0
460
2.3%
10.0
421
2.1%
7.0
413
2.1%
6.0
392
2.0%
4.0
384
1.9%
3.0
384
1.9%
1.0
378
1.9%
2.0
350
1.8%
5.0
338
1.7%
SMALLEST VALUES
1.0
378
1.9%
2.0
350
1.8%
3.0
384
1.9%
4.0
384
1.9%
5.0
338
1.7%
6.0
392
2.0%
7.0
413
2.1%
8.0
556
2.8%
9.0
460
2.3%
10.0
421
2.1%
11.0
658
3.3%
12.0
15,203
76.3%
LARGEST VALUES
12.0
15,203
76.3%
11.0
658
3.3%
10.0
421
2.1%
9.0
460
2.3%
8.0
556
2.8%
7.0
413
2.1%
6.0
392
2.0%
5.0
338
1.7%
4.0
384
1.9%
3.0
384
1.9%
2.0
350
1.8%
1.0
378
1.9%
LOAN_AMT
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
NET_DISBURSED_AMT
1.00
MONTHOPENING
0.98
OUTSTANDING_PRINCIPAL
0.96
EMI_AMOUNT
0.91
PAID_INTEREST
0.68
EMI_DUEAMT
0.65
EMI_RECEIVED_AMT
0.65
PRE_EMI_RECEIVED_AMT
0.42
PRE_EMI_DUEAMT
0.42
MIN_EMI_AMOUNT
0.38
EXCESS_AVAILABLE
0.31
EXCESS_ADJUSTED_AMT
0.29
MAX_EMI_AMOUNT
0.28
DIFF_EMI_AMOUNT_MAX_MIN
0.26

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
PRODUCT
0.32
CURRENT_INTEREST_RATE_CHANGES
0.20
DUEDAY
0.05
FORECLOSURE
0.00
MOST FREQUENT VALUES
1501295.8
623
3.1%
3002591.6
484
2.4%
2251943.7
361
1.8%
3753239.5
349
1.7%
1201036.64
238
1.2%
1801554.96
237
1.2%
750647.9
209
1.0%
2402073.28
191
1.0%
900777.4800000001
187
0.9%
1050907.06
176
0.9%
1576360.59
165
0.8%
1951684.54
160
0.8%
4503887.4
146
0.7%
1651425.38
142
0.7%
2702332.44
131
0.7%
SMALLEST VALUES
37532.395
1
<0.1%
76467.0002772
1
<0.1%
150129.58
4
<0.1%
152031.7217786
1
<0.1%
152801.886524
1
<0.1%
153369.3763364
1
<0.1%
154103.5099826
1
<0.1%
170628.2728532
1
<0.1%
175651.6086
1
<0.1%
177152.9044
1
<0.1%
182949.4074838
1
<0.1%
184659.3834
1
<0.1%
187661.975
1
<0.1%
191361.1678512
1
<0.1%
192254.4388522
1
<0.1%
LARGEST VALUES
424566452.24
1
<0.1%
391838203.8
1
<0.1%
330806348.421197
1
<0.1%
280892444.18
1
<0.1%
249215102.8
1
<0.1%
245611992.88
1
<0.1%
244711215.4
1
<0.1%
239095300.1853904
1
<0.1%
232700849.0
1
<0.1%
222942426.3
1
<0.1%
219203920.5169812
1
<0.1%
210181412.0
1
<0.1%
198171045.6
1
<0.1%
195919101.9
1
<0.1%
184659383.4
1
<0.1%
MAX_EMI_AMOUNT
MISSING:
89
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
DIFF_EMI_AMOUNT_MAX_MIN
1.00
LAST_RECEIPT_AMOUNT
0.84
EXCESS_AVAILABLE
0.66
BALANCE_EXCESS
0.55
EXCESS_ADJUSTED_AMT
0.52
NET_RECEIVABLE
-0.50
NET_DISBURSED_AMT
0.28
LOAN_AMT
0.28
PAID_PRINCIPAL
0.28
PRE_EMI_RECEIVED_AMT
0.27
PRE_EMI_DUEAMT
0.27
EMI_AMOUNT
0.25
MONTHOPENING
0.24
PAID_INTEREST
0.24

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
PRODUCT
0.10
CURRENT_INTEREST_RATE_CHANGES
0.07
DUEDAY
0.04
FORECLOSURE
0.01
MOST FREQUENT VALUES
267280.0
248
1.2%
5900.0
153
0.8%
118.0
98
0.5%
38350.0
69
0.3%
29500.0
68
0.3%
100000.0
66
0.3%
500000.0
54
0.3%
200000.0
51
0.3%
20000.0
44
0.2%
11800.0
42
0.2%
28750.0
40
0.2%
50000.0
37
0.2%
10000.0
34
0.2%
30000.0
31
0.2%
14000.0
31
0.2%
SMALLEST VALUES
13.34
1
<0.1%
59.0
5
<0.1%
115.0
13
<0.1%
118.0
98
0.5%
150.0
2
<0.1%
208.0
1
<0.1%
230.0
1
<0.1%
236.0
1
<0.1%
321.0
1
<0.1%
393.0
1
<0.1%
402.0
1
<0.1%
460.0
2
<0.1%
472.0
1
<0.1%
500.0
1
<0.1%
562.0
4
<0.1%
LARGEST VALUES
84968811.9
1
<0.1%
34210650.0
1
<0.1%
34015000.0
1
<0.1%
33113241.0
1
<0.1%
29313082.6
1
<0.1%
24449268.0
1
<0.1%
20800000.0
1
<0.1%
20120180.0
1
<0.1%
19618511.0
1
<0.1%
19517790.0
1
<0.1%
17100000.0
1
<0.1%
15000000.0
1
<0.1%
14500000.0
2
<0.1%
13612500.0
1
<0.1%
12086573.0
1
<0.1%
MIN_EMI_AMOUNT
MISSING:
89
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
EMI_DUEAMT
0.44
EMI_RECEIVED_AMT
0.44
EMI_AMOUNT
0.41
PAID_INTEREST
0.41
NET_DISBURSED_AMT
0.38
LOAN_AMT
0.38
MONTHOPENING
0.35
OUTSTANDING_PRINCIPAL
0.35
CUSTOMERID
-0.12
NUM_EMI_CHANGES
-0.12
LATEST_TRANSACTION_MONTH
-0.11
AGREEMENTID
-0.11
MAX_EMI_AMOUNT
0.10
SCHEMEID
-0.10

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
PRODUCT
0.12
DUEDAY
0.09
FORECLOSURE
0.05
CURRENT_INTEREST_RATE_CHANGES
0.03
MOST FREQUENT VALUES
118.0
6,049
30.4%
115.0
2,391
12.0%
5900.0
361
1.8%
570.0
319
1.6%
562.0
317
1.6%
573.0
248
1.2%
5618.0
160
0.8%
5750.0
120
0.6%
59.0
116
0.6%
58.0
105
0.5%
6742.0
90
0.5%
230.0
90
0.5%
4500.0
86
0.4%
236.0
79
0.4%
590.0
78
0.4%
SMALLEST VALUES
0.01
1
<0.1%
0.09
1
<0.1%
1.0
37
0.2%
1.65
1
<0.1%
2.0
12
<0.1%
3.0
31
0.2%
3.11
1
<0.1%
3.74
1
<0.1%
3.98
1
<0.1%
4.0
10
<0.1%
4.34
1
<0.1%
4.54
1
<0.1%
5.0
11
<0.1%
5.01
1
<0.1%
5.23
1
<0.1%
LARGEST VALUES
3156965.0
1
<0.1%
2140832.0
1
<0.1%
1302006.0
1
<0.1%
1163705.0
1
<0.1%
1062971.0
1
<0.1%
973228.0
1
<0.1%
951885.0
1
<0.1%
857055.0
1
<0.1%
835060.0
1
<0.1%
793369.0
1
<0.1%
640890.0
1
<0.1%
639516.0
1
<0.1%
602678.0
1
<0.1%
590296.0
1
<0.1%
587678.0
1
<0.1%
MONTHOPENING
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
NET_DISBURSED_AMT
0.98
OUTSTANDING_PRINCIPAL
0.98
LOAN_AMT
0.98
EMI_AMOUNT
0.89
PAID_INTEREST
0.61
EMI_DUEAMT
0.57
EMI_RECEIVED_AMT
0.56
MIN_EMI_AMOUNT
0.35
PRE_EMI_DUEAMT
0.33
PRE_EMI_RECEIVED_AMT
0.33
MAX_EMI_AMOUNT
0.24
EXCESS_AVAILABLE
0.23
DIFF_EMI_AMOUNT_MAX_MIN
0.23
LAST_RECEIPT_AMOUNT
0.22

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
PRODUCT
0.32
CURRENT_INTEREST_RATE_CHANGES
0.20
DUEDAY
0.03
FORECLOSURE
0.00
MOST FREQUENT VALUES
3753239.5
33
0.2%
3002591.6
27
0.1%
1501295.8
25
0.1%
2251943.7
17
<0.1%
1801554.96
14
<0.1%
2402073.28
14
<0.1%
1050907.06
13
<0.1%
2702332.44
12
<0.1%
3152721.18
11
<0.1%
750647.9
11
<0.1%
4503887.4
11
<0.1%
1951684.54
10
<0.1%
1201036.64
9
<0.1%
1276101.43
9
<0.1%
3703298.895213
8
<0.1%
SMALLEST VALUES
0.0
2
<0.1%
331.7863718
1
<0.1%
4427.3213142
1
<0.1%
9851.097689734
1
<0.1%
18099.6221648
1
<0.1%
31536.2195748
1
<0.1%
66112.5631446
1
<0.1%
81158.5496522
1
<0.1%
94920.9282508
1
<0.1%
136964.7171298
1
<0.1%
137264.9762898
1
<0.1%
145487.5733864
1
<0.1%
146109.1098476
1
<0.1%
147184.0376404
1
<0.1%
147347.6788826
1
<0.1%
LARGEST VALUES
381836715.3047968
1
<0.1%
372300753.115145
1
<0.1%
326050591.6274226
1
<0.1%
264764308.646802
1
<0.1%
239491322.500585
1
<0.1%
233726595.8436878
1
<0.1%
227857596.6870016
1
<0.1%
225235912.3560818
1
<0.1%
217015941.025836
1
<0.1%
204924602.236863
1
<0.1%
199007379.957785
1
<0.1%
188349472.3934688
1
<0.1%
178699686.4601484
1
<0.1%
177620319.3356678
1
<0.1%
175724380.9113134
1
<0.1%
NET_DISBURSED_AMT
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
LOAN_AMT
1.00
MONTHOPENING
0.98
OUTSTANDING_PRINCIPAL
0.96
EMI_AMOUNT
0.92
PAID_INTEREST
0.68
EMI_DUEAMT
0.65
EMI_RECEIVED_AMT
0.65
PRE_EMI_RECEIVED_AMT
0.42
PRE_EMI_DUEAMT
0.42
MIN_EMI_AMOUNT
0.38
EXCESS_AVAILABLE
0.31
EXCESS_ADJUSTED_AMT
0.29
MAX_EMI_AMOUNT
0.28
DIFF_EMI_AMOUNT_MAX_MIN
0.27

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
PRODUCT
0.32
CURRENT_INTEREST_RATE_CHANGES
0.20
DUEDAY
0.05
FORECLOSURE
0.00
MOST FREQUENT VALUES
1501295.8
612
3.1%
3002591.6
473
2.4%
2251943.7
348
1.7%
3753239.5
331
1.7%
1801554.96
232
1.2%
1201036.64
230
1.1%
750647.9
208
1.0%
900777.4800000001
187
0.9%
2402073.28
187
0.9%
1050907.06
176
0.9%
1951684.54
158
0.8%
1576360.59
155
0.8%
1651425.38
141
0.7%
4503887.4
138
0.7%
1351166.22
129
0.6%
SMALLEST VALUES
37532.395
1
<0.1%
76467.0002772
1
<0.1%
150129.58
4
<0.1%
152031.7217786
1
<0.1%
152801.886524
1
<0.1%
153369.3763364
1
<0.1%
154103.5099826
1
<0.1%
170628.2728532
1
<0.1%
175651.6086
1
<0.1%
177152.9044
1
<0.1%
182949.4074838
1
<0.1%
184659.3834
1
<0.1%
187661.975
1
<0.1%
190664.5666
1
<0.1%
191361.1678512
1
<0.1%
LARGEST VALUES
424566452.24
1
<0.1%
391838203.8
1
<0.1%
330806348.421197
1
<0.1%
280892444.18
1
<0.1%
249215102.8
1
<0.1%
245611992.88
1
<0.1%
244410956.24
1
<0.1%
239095300.1853904
1
<0.1%
232700849.0
1
<0.1%
222942426.3
1
<0.1%
219203920.5169812
1
<0.1%
210181412.0
1
<0.1%
198171045.6
1
<0.1%
195919101.9
1
<0.1%
184659383.4
1
<0.1%
NET_LTV
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ORIGNAL_TENOR
0.35
CURRENT_INTEREST_RATE_MAX
-0.33
CURRENT_INTEREST_RATE
-0.32
ORIGNAL_INTEREST_RATE
-0.30
CURRENT_INTEREST_RATE_MIN
-0.28
BALANCE_TENURE
0.28
CURRENT_TENOR
0.26
AGREEMENTID
0.19
CUSTOMERID
0.17
MOB
-0.14
COMPLETED_TENURE
-0.14
SCHEMEID
0.13
LATEST_TRANSACTION_MONTH
0.08
DIFF_CURRENT_INTEREST_RATE_MAX_MIN
-0.08

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
PRODUCT
0.38
DUEDAY
0.08
CURRENT_INTEREST_RATE_CHANGES
0.08
FORECLOSURE
0.00
MOST FREQUENT VALUES
80.0
72
0.4%
50.0
66
0.3%
60.0
53
0.3%
70.0
36
0.2%
79.99
29
0.1%
90.0
27
0.1%
79.98
27
0.1%
65.0
26
0.1%
59.91
24
0.1%
59.94
22
0.1%
59.52
20
<0.1%
66.67
19
<0.1%
59.97
19
<0.1%
75.0
18
<0.1%
79.97
18
<0.1%
SMALLEST VALUES
0.38
1
<0.1%
0.42
1
<0.1%
0.78
1
<0.1%
1.43
1
<0.1%
1.67
1
<0.1%
1.72
1
<0.1%
1.77
1
<0.1%
1.9
1
<0.1%
2.03
1
<0.1%
2.07
1
<0.1%
2.17
1
<0.1%
2.18
1
<0.1%
2.21
1
<0.1%
2.25
1
<0.1%
2.26
1
<0.1%
LARGEST VALUES
100.0
2
<0.1%
99.67
1
<0.1%
93.48
1
<0.1%
91.81
1
<0.1%
91.01
1
<0.1%
90.76
1
<0.1%
90.13
1
<0.1%
90.05
1
<0.1%
90.03
1
<0.1%
90.01
2
<0.1%
90.0
27
0.1%
89.99
9
<0.1%
89.98
17
<0.1%
89.97
17
<0.1%
89.96
15
<0.1%
NET_RECEIVABLE
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
BALANCE_EXCESS
-0.88
MAX_EMI_AMOUNT
-0.50
DIFF_EMI_AMOUNT_MAX_MIN
-0.50
LAST_RECEIPT_AMOUNT
-0.50
EXCESS_AVAILABLE
-0.29
EMI_OS_AMOUNT
0.24
DPD
0.18
MONTHOPENING
-0.07
OUTSTANDING_PRINCIPAL
-0.07
NET_DISBURSED_AMT
-0.07
LOAN_AMT
-0.07
EMI_AMOUNT
-0.06
LATEST_TRANSACTION_MONTH
0.06
MIN_EMI_AMOUNT
-0.04

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CURRENT_INTEREST_RATE_CHANGES
0.05
PRODUCT
0.04
FORECLOSURE
0.02
DUEDAY
0.01
MOST FREQUENT VALUES
0.0
11,877
59.3%
-260.609136
1,042
5.2%
-1.104276
545
2.7%
-0.4417104000000001
540
2.7%
-1303.04568
175
0.9%
-2.208552
107
0.5%
-253.98348
101
0.5%
-0.8834208000000001
56
0.3%
-4.417104
53
0.3%
-0.02208552
41
0.2%
-22.08552
39
0.2%
-6.625656
38
0.2%
-130.304568
37
0.2%
-1325.1312
35
0.2%
-8.834208
35
0.2%
SMALLEST VALUES
-75345537.724512
1
<0.1%
-74829200.352432
1
<0.1%
-54261165.38887201
1
<0.1%
-50539154.542728
1
<0.1%
-43622119.860264
1
<0.1%
-43106054.14008
1
<0.1%
-31627842.776448
1
<0.1%
-26897369.54172
1
<0.1%
-25932071.093424
1
<0.1%
-24095833.9184664
1
<0.1%
-23491407.3455904
1
<0.1%
-23063835.653784
1
<0.1%
-20916964.09404
1
<0.1%
-19703560.73485896
1
<0.1%
-19137937.912656
1
<0.1%
LARGEST VALUES
38643502.1153136
1
<0.1%
23391026.6694936
1
<0.1%
16646568.2403096
1
<0.1%
14835671.991
1
<0.1%
14705493.310464
1
<0.1%
13431374.18445504
1
<0.1%
12785402.47365048
1
<0.1%
10306592.8586136
1
<0.1%
8252080.072392
1
<0.1%
7863542.3286336
1
<0.1%
7366831.98272376
1
<0.1%
7188416.516725441
1
<0.1%
7111899.642528
1
<0.1%
6925114.75829808
1
<0.1%
6006002.56536
1
<0.1%
NUM_EMI_CHANGES
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
NUM_LOW_FREQ_TRANSACTIONS
0.71
MOB
0.37
COMPLETED_TENURE
0.32
AGREEMENTID
-0.31
CUSTOMERID
-0.30
ORIGNAL_INTEREST_RATE
0.23
BALANCE_TENURE
-0.21
CURRENT_INTEREST_RATE_MAX
0.20
CURRENT_INTEREST_RATE_MIN
0.20
CURRENT_INTEREST_RATE
0.19
DIFF_ORIGINAL_CURRENT_INTEREST_RATE
0.15
DPD
0.15
CURRENT_TENOR
-0.13
DIFF_ORIGINAL_CURRENT_TENOR
0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
PRODUCT
0.23
DUEDAY
0.19
CURRENT_INTEREST_RATE_CHANGES
0.15
FORECLOSURE
0.03
MOST FREQUENT VALUES
2
7,153
35.7%
1
3,066
15.3%
3
2,981
14.9%
4
1,868
9.3%
0
1,488
7.4%
5
1,010
5.0%
6
692
3.5%
7
448
2.2%
8
381
1.9%
9
229
1.1%
10
147
0.7%
11
116
0.6%
12
94
0.5%
-1
89
0.4%
14
55
0.3%
SMALLEST VALUES
-1
89
0.4%
0
1,488
7.4%
1
3,066
15.3%
2
7,153
35.7%
3
2,981
14.9%
4
1,868
9.3%
5
1,010
5.0%
6
692
3.5%
7
448
2.2%
8
381
1.9%
9
229
1.1%
10
147
0.7%
11
116
0.6%
12
94
0.5%
13
54
0.3%
LARGEST VALUES
33
1
<0.1%
32
1
<0.1%
28
1
<0.1%
27
2
<0.1%
26
1
<0.1%
25
3
<0.1%
24
1
<0.1%
23
6
<0.1%
22
4
<0.1%
21
5
<0.1%
20
4
<0.1%
19
14
<0.1%
18
13
<0.1%
17
29
0.1%
16
25
0.1%
NUM_LOW_FREQ_TRANSACTIONS
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
NUM_EMI_CHANGES
0.71
MOB
0.55
COMPLETED_TENURE
0.54
AGREEMENTID
-0.42
CUSTOMERID
-0.41
DPD
0.30
BALANCE_TENURE
-0.27
CURRENT_INTEREST_RATE_MAX
0.24
ORIGNAL_INTEREST_RATE
0.22
CURRENT_INTEREST_RATE
0.21
PAID_INTEREST
0.19
EMI_DUEAMT
0.18
CURRENT_INTEREST_RATE_MIN
0.18
EMI_RECEIVED_AMT
0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CURRENT_INTEREST_RATE_CHANGES
0.22
DUEDAY
0.19
PRODUCT
0.04
FORECLOSURE
0.03
MOST FREQUENT VALUES
2
6,130
30.6%
1
5,190
25.9%
3
3,087
15.4%
4
1,469
7.3%
0
1,169
5.8%
5
903
4.5%
6
529
2.6%
7
373
1.9%
8
288
1.4%
9
217
1.1%
10
149
0.7%
11
146
0.7%
12
110
0.5%
14
70
0.3%
13
55
0.3%
SMALLEST VALUES
0
1,169
5.8%
1
5,190
25.9%
2
6,130
30.6%
3
3,087
15.4%
4
1,469
7.3%
5
903
4.5%
6
529
2.6%
7
373
1.9%
8
288
1.4%
9
217
1.1%
10
149
0.7%
11
146
0.7%
12
110
0.5%
13
55
0.3%
14
70
0.3%
LARGEST VALUES
30
1
<0.1%
24
1
<0.1%
23
2
<0.1%
21
4
<0.1%
20
8
<0.1%
19
9
<0.1%
18
15
<0.1%
17
25
0.1%
16
21
0.1%
15
41
0.2%
14
70
0.3%
13
55
0.3%
12
110
0.5%
11
146
0.7%
10
149
0.7%
ORIGNAL_INTEREST_RATE
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
CURRENT_INTEREST_RATE_MIN
0.96
CURRENT_INTEREST_RATE_MAX
0.95
CURRENT_INTEREST_RATE
0.94
BALANCE_TENURE
-0.45
CURRENT_TENOR
-0.41
ORIGNAL_TENOR
-0.37
CUSTOMERID
-0.32
AGREEMENTID
-0.31
DIFF_ORIGINAL_CURRENT_INTEREST_RATE
0.30
NET_LTV
-0.30
MOB
0.27
COMPLETED_TENURE
0.27
NUM_EMI_CHANGES
0.23
DIFF_ORIGINAL_CURRENT_TENOR
0.23

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
PRODUCT
0.68
CURRENT_INTEREST_RATE_CHANGES
0.40
DUEDAY
0.23
FORECLOSURE
0.05
MOST FREQUENT VALUES
13.421934
1,190
5.9%
17.479728
1,172
5.9%
13.734072
1,134
5.7%
13.109796
1,098
5.5%
10.43789472
1,087
5.4%
12.48552
929
4.6%
15.919038
824
4.1%
14.982624
805
4.0%
12.4230924
727
3.6%
15.6069
669
3.3%
19.6022664
640
3.2%
16.231176
624
3.1%
16.1687484
622
3.1%
10.612692
622
3.1%
10.92483
598
3.0%
SMALLEST VALUES
9.651306960000001
1
<0.1%
9.70124904
1
<0.1%
9.726220080000001
1
<0.1%
9.738705600000001
1
<0.1%
9.75119112
1
<0.1%
10.0508436
1
<0.1%
10.1132712
1
<0.1%
10.35049608
2
<0.1%
10.37546712
2
<0.1%
10.4254092
5
<0.1%
10.43789472
1,087
5.4%
10.4878368
1
<0.1%
10.58772096
1
<0.1%
10.612692
622
3.1%
10.7375472
9
<0.1%
LARGEST VALUES
27.780282
1
<0.1%
23.746390903764
1
<0.1%
22.473936
2
<0.1%
22.4267398604136
1
<0.1%
22.4115084
4
<0.1%
21.84966
1
<0.1%
21.225384
9
<0.1%
21.1629564
13
<0.1%
20.601108
8
<0.1%
20.5386804
18
<0.1%
20.28897
1
<0.1%
20.2265424
8
<0.1%
19.976832
495
2.5%
19.9144044
2
<0.1%
19.664694
63
0.3%
ORIGNAL_TENOR
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
CURRENT_TENOR
0.82
BALANCE_TENURE
0.79
CURRENT_INTEREST_RATE_MAX
-0.42
CURRENT_INTEREST_RATE
-0.41
ORIGNAL_INTEREST_RATE
-0.37
CURRENT_INTEREST_RATE_MIN
-0.36
NET_LTV
0.35
AGREEMENTID
0.18
EMI_AMOUNT
-0.18
CUSTOMERID
0.17
EMI_RECEIVED_AMT
-0.16
EMI_DUEAMT
-0.16
COMPLETED_TENURE
-0.15
MOB
-0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
PRODUCT
0.46
DUEDAY
0.11
CURRENT_INTEREST_RATE_CHANGES
0.09
FORECLOSURE
0.09
MOST FREQUENT VALUES
180
9,530
47.6%
240
4,641
23.2%
120
2,168
10.8%
144
519
2.6%
168
446
2.2%
156
427
2.1%
132
254
1.3%
108
250
1.2%
300
243
1.2%
228
215
1.1%
96
208
1.0%
84
205
1.0%
216
192
1.0%
204
175
0.9%
60
172
0.9%
SMALLEST VALUES
14
1
<0.1%
24
3
<0.1%
26
1
<0.1%
31
1
<0.1%
36
15
<0.1%
42
3
<0.1%
46
1
<0.1%
48
25
0.1%
52
1
<0.1%
56
1
<0.1%
60
172
0.9%
62
2
<0.1%
66
1
<0.1%
72
77
0.4%
75
1
<0.1%
LARGEST VALUES
300
243
1.2%
299
2
<0.1%
297
1
<0.1%
288
13
<0.1%
276
12
<0.1%
264
10
<0.1%
261
1
<0.1%
252
6
<0.1%
240
4,641
23.2%
236
1
<0.1%
233
2
<0.1%
228
215
1.1%
222
1
<0.1%
218
1
<0.1%
216
192
1.0%
OUTSTANDING_PRINCIPAL
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
MONTHOPENING
0.98
NET_DISBURSED_AMT
0.96
LOAN_AMT
0.96
EMI_AMOUNT
0.86
PAID_INTEREST
0.58
EMI_DUEAMT
0.53
EMI_RECEIVED_AMT
0.53
MIN_EMI_AMOUNT
0.35
PRE_EMI_DUEAMT
0.31
PRE_EMI_RECEIVED_AMT
0.31
DIFF_CURRENT_INTEREST_RATE_MAX_MIN
0.17
MAX_EMI_AMOUNT
0.16
LAST_RECEIPT_AMOUNT
0.15
DIFF_ORIGINAL_CURRENT_INTEREST_RATE
-0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
PRODUCT
0.31
CURRENT_INTEREST_RATE_CHANGES
0.20
DUEDAY
0.03
FORECLOSURE
0.00
MOST FREQUENT VALUES
3753239.5
33
0.2%
0.0
31
0.2%
3002591.6
26
0.1%
1501295.8
24
0.1%
2251943.7
17
<0.1%
2402073.28
13
<0.1%
1801554.96
13
<0.1%
1050907.06
13
<0.1%
2702332.44
12
<0.1%
3152721.18
11
<0.1%
750647.9
11
<0.1%
4503887.4
11
<0.1%
1951684.54
10
<0.1%
1276101.43
9
<0.1%
1201036.64
9
<0.1%
SMALLEST VALUES
-0.7506479
1
<0.1%
0.0
31
0.2%
6.0051832
1
<0.1%
7.506479000000001
1
<0.1%
15.012958
1
<0.1%
51.0440572
1
<0.1%
86.564715828
1
<0.1%
331.7863718
1
<0.1%
750.6479
1
<0.1%
3513.032172
1
<0.1%
4297.60935708
1
<0.1%
4365.768186400001
1
<0.1%
4427.3213142
1
<0.1%
4445.3368638
1
<0.1%
5419.677838000001
1
<0.1%
LARGEST VALUES
381836715.3047968
1
<0.1%
372300753.115145
1
<0.1%
326050591.6274226
1
<0.1%
264764308.646802
1
<0.1%
239491322.500585
1
<0.1%
233726595.8436878
1
<0.1%
227857596.6870016
1
<0.1%
225235912.3560818
1
<0.1%
215514645.225836
1
<0.1%
204924602.236863
1
<0.1%
199007379.957785
1
<0.1%
178699686.4601484
1
<0.1%
175724380.9113134
1
<0.1%
170052022.979807
1
<0.1%
165001782.5109752
1
<0.1%
PAID_INTEREST
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
EMI_RECEIVED_AMT
0.96
EMI_DUEAMT
0.96
EMI_AMOUNT
0.71
NET_DISBURSED_AMT
0.68
LOAN_AMT
0.68
MONTHOPENING
0.61
OUTSTANDING_PRINCIPAL
0.58
MIN_EMI_AMOUNT
0.41
COMPLETED_TENURE
0.35
MOB
0.35
PRE_EMI_RECEIVED_AMT
0.34
PRE_EMI_DUEAMT
0.34
AGREEMENTID
-0.29
CUSTOMERID
-0.29

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CURRENT_INTEREST_RATE_CHANGES
0.25
PRODUCT
0.24
DUEDAY
0.14
FORECLOSURE
0.04
MOST FREQUENT VALUES
0.0
653
3.3%
287278.9565132
4
<0.1%
490778.1009074
4
<0.1%
107272.0887974
4
<0.1%
47451.4563506
4
<0.1%
84938.81247660001
3
<0.1%
4455.8459344
3
<0.1%
139581.4757092
3
<0.1%
78897.59817740001
3
<0.1%
90206.8594388
3
<0.1%
169176.5198146
3
<0.1%
89920.11194100001
3
<0.1%
214955.532644
3
<0.1%
120711.688799
3
<0.1%
129248.0567178
3
<0.1%
SMALLEST VALUES
0.0
653
3.3%
177.1529044
3
<0.1%
478.9133602
1
<0.1%
523.9522342
1
<0.1%
549.4742628
1
<0.1%
668.076631
1
<0.1%
678.5857016
1
<0.1%
690.5960680000001
1
<0.1%
744.6427168
1
<0.1%
783.6764076000001
1
<0.1%
807.6971404000001
1
<0.1%
897.7748884
1
<0.1%
923.296917
1
<0.1%
927.8008044000001
1
<0.1%
980.3461574
1
<0.1%
LARGEST VALUES
123036220.6463576
1
<0.1%
76842156.08207041
1
<0.1%
75586331.15314521
1
<0.1%
74925945.6605286
1
<0.1%
67737035.7611026
1
<0.1%
59569992.6142858
1
<0.1%
58280805.89009301
1
<0.1%
57842185.8078692
1
<0.1%
57660311.3281782
1
<0.1%
57006127.26814858
1
<0.1%
56493895.54516847
1
<0.1%
54915435.1677978
1
<0.1%
49548892.07651592
1
<0.1%
47163393.7176792
1
<0.1%
46913851.3323948
1
<0.1%
PAID_PRINCIPAL
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
PRE_EMI_RECEIVED_AMT
0.62
PRE_EMI_DUEAMT
0.62
EXCESS_ADJUSTED_AMT
0.58
EXCESS_AVAILABLE
0.54
MAX_EMI_AMOUNT
0.28
DIFF_EMI_AMOUNT_MAX_MIN
0.28
NET_DISBURSED_AMT
0.18
LOAN_AMT
0.18
PAID_INTEREST
0.11
EMI_AMOUNT
0.09
EMI_RECEIVED_AMT
0.07
EMI_DUEAMT
0.07
DIFF_ORIGINAL_CURRENT_TENOR
0.05
CURRENT_TENOR
-0.04

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CURRENT_INTEREST_RATE_CHANGES
0.03
PRODUCT
0.03
DUEDAY
0.01
FORECLOSURE
0.00
MOST FREQUENT VALUES
0.0
1,641
8.2%
49940.604787
8
<0.1%
25143.7020584
7
<0.1%
19974.740619
7
<0.1%
23966.6861512
6
<0.1%
9106.860322800001
6
<0.1%
22550.9642118
5
<0.1%
20976.1049176
5
<0.1%
21773.2929874
5
<0.1%
357650.6958424
5
<0.1%
38730.4290484
5
<0.1%
34930.6493786
5
<0.1%
7093.622655
4
<0.1%
24607.7394578
4
<0.1%
28192.8338282
4
<0.1%
SMALLEST VALUES
0.0
1,641
8.2%
306.2643432
1
<0.1%
642.5546024
1
<0.1%
674.0818142
1
<0.1%
687.5934764
1
<0.1%
729.6297588
1
<0.1%
794.1854782
1
<0.1%
822.7100984
1
<0.1%
837.7230564
1
<0.1%
923.296917
1
<0.1%
963.8319036
1
<0.1%
1013.374665
1
<0.1%
1047.9044684
1
<0.1%
1092.9433424
1
<0.1%
1152.9951744
1
<0.1%
LARGEST VALUES
4885216533.2
1
<0.1%
167163028.4278098
1
<0.1%
135116606.987042
1
<0.1%
119502764.3508668
1
<0.1%
98732027.690932
1
<0.1%
84167698.91225441
1
<0.1%
83587212.3821138
1
<0.1%
80229252.0558874
1
<0.1%
77210913.3642412
1
<0.1%
75064790.0
1
<0.1%
67566192.75791113
1
<0.1%
62366926.2065312
1
<0.1%
62068498.6274072
1
<0.1%
61079161.209461
1
<0.1%
59703486.335526
1
<0.1%
PRE_EMI_DUEAMT
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
PRE_EMI_RECEIVED_AMT
1.00
PAID_PRINCIPAL
0.62
EXCESS_ADJUSTED_AMT
0.48
EXCESS_AVAILABLE
0.46
LOAN_AMT
0.42
NET_DISBURSED_AMT
0.42
EMI_AMOUNT
0.34
PAID_INTEREST
0.34
MONTHOPENING
0.33
OUTSTANDING_PRINCIPAL
0.31
MAX_EMI_AMOUNT
0.27
DIFF_EMI_AMOUNT_MAX_MIN
0.26
EMI_DUEAMT
0.26
EMI_RECEIVED_AMT
0.25

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
PRODUCT
0.08
CURRENT_INTEREST_RATE_CHANGES
0.07
DUEDAY
0.06
FORECLOSURE
0.01
MOST FREQUENT VALUES
0.0
1,016
5.1%
7946.370096000001
33
0.2%
2566.337424
27
0.1%
4816.851912
26
0.1%
9931.858344
26
0.1%
3681.656184
26
0.1%
6411.426456
26
0.1%
4295.63364
21
0.1%
9633.703824
21
0.1%
7822.691184
20
<0.1%
3078.721488
19
<0.1%
5154.760368
19
<0.1%
10307.312184
18
<0.1%
5130.466296000001
18
<0.1%
3853.92324
17
<0.1%
SMALLEST VALUES
0.0
1,016
5.1%
123.678912
1
<0.1%
130.304568
1
<0.1%
196.561128
1
<0.1%
200.978232
1
<0.1%
287.11176
1
<0.1%
291.528864
1
<0.1%
344.534112
1
<0.1%
368.828184
1
<0.1%
375.45384
1
<0.1%
377.662392
1
<0.1%
390.913704
1
<0.1%
399.747912
1
<0.1%
401.956464
1
<0.1%
457.170264
2
<0.1%
LARGEST VALUES
31775396.135568
1
<0.1%
17106887.236896
1
<0.1%
15239253.949272
1
<0.1%
10239708.40728
1
<0.1%
9048956.553720001
1
<0.1%
7813856.976
1
<0.1%
7503444.9924
1
<0.1%
7223360.844864001
1
<0.1%
7190853.167976
1
<0.1%
7142037.543120001
1
<0.1%
6911539.805088
1
<0.1%
6728987.522424
1
<0.1%
6487747.387464
1
<0.1%
5550634.479792
1
<0.1%
4867474.132392
1
<0.1%
PRE_EMI_OS_AMOUNT
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
DPD
0.10
PRE_EMI_DUEAMT
0.08
PRE_EMI_RECEIVED_AMT
0.05
NUM_LOW_FREQ_TRANSACTIONS
0.03
OUTSTANDING_PRINCIPAL
0.03
MONTHOPENING
0.03
LOAN_AMT
0.02
NET_DISBURSED_AMT
0.02
LATEST_TRANSACTION_MONTH
-0.02
COMPLETED_TENURE
-0.02
NET_RECEIVABLE
0.01
EMI_OS_AMOUNT
0.01
NET_LTV
0.01
BALANCE_TENURE
0.01

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
DUEDAY
0.02
CURRENT_INTEREST_RATE_CHANGES
0.01
PRODUCT
0.01
FORECLOSURE
0.00
MOST FREQUENT VALUES
0.0
19,959
99.7%
16672.359048
1
<0.1%
14421.84456
1
<0.1%
45100.840392
1
<0.1%
6934.85328
1
<0.1%
45962.175672
1
<0.1%
7071.783504
1
<0.1%
10629.760776
1
<0.1%
19265.199096
1
<0.1%
260008.409856
1
<0.1%
132210.548376
1
<0.1%
124007.986248
1
<0.1%
315922.32084
1
<0.1%
118245.87408
1
<0.1%
66620.97108
1
<0.1%
SMALLEST VALUES
0.0
19,959
99.7%
1174.949664
1
<0.1%
2634.802536
1
<0.1%
2992.58796
1
<0.1%
4094.655408
1
<0.1%
5472.791856
1
<0.1%
6013.887096
1
<0.1%
6488.725776
1
<0.1%
6934.85328
1
<0.1%
7071.783504
1
<0.1%
7473.739968
1
<0.1%
8176.059504
1
<0.1%
8622.187008
1
<0.1%
10629.760776
1
<0.1%
10866.07584
1
<0.1%
LARGEST VALUES
1074263.986872
1
<0.1%
842593.507728
1
<0.1%
340165.596144
1
<0.1%
315922.32084
1
<0.1%
260008.409856
1
<0.1%
258555.18264
1
<0.1%
189486.031668
1
<0.1%
157191.480048
1
<0.1%
132210.548376
1
<0.1%
124007.986248
1
<0.1%
118245.87408
1
<0.1%
118056.00486456
1
<0.1%
108939.89728728
1
<0.1%
97871.98188
1
<0.1%
88253.73792
1
<0.1%
PRE_EMI_RECEIVED_AMT
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
PRE_EMI_DUEAMT
1.00
PAID_PRINCIPAL
0.62
EXCESS_ADJUSTED_AMT
0.48
EXCESS_AVAILABLE
0.46
LOAN_AMT
0.42
NET_DISBURSED_AMT
0.42
EMI_AMOUNT
0.34
PAID_INTEREST
0.34
MONTHOPENING
0.33
OUTSTANDING_PRINCIPAL
0.31
MAX_EMI_AMOUNT
0.27
DIFF_EMI_AMOUNT_MAX_MIN
0.26
EMI_DUEAMT
0.26
EMI_RECEIVED_AMT
0.26

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
PRODUCT
0.08
CURRENT_INTEREST_RATE_CHANGES
0.07
DUEDAY
0.06
FORECLOSURE
0.01
MOST FREQUENT VALUES
0.0
1,036
5.2%
7946.370096000001
33
0.2%
2566.337424
27
0.1%
4816.851912
26
0.1%
9931.858344
26
0.1%
6411.426456
26
0.1%
3681.656184
26
0.1%
9633.703824
21
0.1%
4295.63364
21
0.1%
7822.691184
20
<0.1%
3078.721488
19
<0.1%
5154.760368
19
<0.1%
5130.466296000001
18
<0.1%
10307.312184
18
<0.1%
7363.312368
17
<0.1%
SMALLEST VALUES
0.0
1,036
5.2%
123.678912
1
<0.1%
130.304568
1
<0.1%
196.561128
1
<0.1%
200.978232
1
<0.1%
260.609136
3
<0.1%
287.11176
1
<0.1%
291.528864
1
<0.1%
344.534112
1
<0.1%
368.828184
1
<0.1%
375.45384
1
<0.1%
377.662392
1
<0.1%
390.913704
1
<0.1%
399.747912
1
<0.1%
401.956464
1
<0.1%
LARGEST VALUES
31775396.135568
1
<0.1%
17106887.236896
1
<0.1%
15239253.949272
1
<0.1%
10239708.40728
1
<0.1%
9048956.553720001
1
<0.1%
7813856.976
1
<0.1%
7503444.9924
1
<0.1%
7223360.844864001
1
<0.1%
7190853.167976
1
<0.1%
7142037.543120001
1
<0.1%
6911539.805088
1
<0.1%
6728987.522424
1
<0.1%
6487747.387464
1
<0.1%
5550634.479792
1
<0.1%
4867474.132392
1
<0.1%
PRODUCT
MISSING:
---
TOP CATEGORIES
STHL
7,268
36%
LAP
6,226
31%
HL
3,482
17%
STLAP
3,036
15%
ALL
20,012
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
PRODUCT
PROVIDES INFORMATION ON...
CURRENT_INTEREST_RATE_CHANGES
0.33
FORECLOSURE
0.23
DUEDAY
0.02

THESE FEATURES
GIVE INFORMATION
ON PRODUCT:
CURRENT_INTEREST_RATE_CHANGES
0.27
FORECLOSURE
0.05
DUEDAY
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
PRODUCT
CORRELATION RATIO WITH...
ORIGNAL_INTEREST_RATE
0.68
CURRENT_INTEREST_RATE_MIN
0.68
CURRENT_INTEREST_RATE
0.66
CURRENT_INTEREST_RATE_MAX
0.64
DIFF_CURRENT_INTEREST_RATE_MAX_MIN
0.60
DIFF_ORIGINAL_CURRENT_INTEREST_RATE
0.49
ORIGNAL_TENOR
0.46
NET_LTV
0.38
CURRENT_TENOR
0.34
NET_DISBURSED_AMT
0.32
LOAN_AMT
0.32
MONTHOPENING
0.32
OUTSTANDING_PRINCIPAL
0.31
BALANCE_TENURE
0.30
SCHEMEID
MISSING:
281
(1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
CUSTOMERID
0.40
AGREEMENTID
0.40
COMPLETED_TENURE
-0.38
MOB
-0.37
DIFF_CURRENT_INTEREST_RATE_MAX_MIN
-0.34
LATEST_TRANSACTION_MONTH
0.25
DIFF_ORIGINAL_CURRENT_INTEREST_RATE
0.20
PAID_INTEREST
-0.19
EMI_DUEAMT
-0.17
EMI_RECEIVED_AMT
-0.17
NUM_LOW_FREQ_TRANSACTIONS
-0.14
NET_LTV
0.13
NET_DISBURSED_AMT
-0.12
LOAN_AMT
-0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
PRODUCT
0.12
CURRENT_INTEREST_RATE_CHANGES
0.09
FORECLOSURE
0.04
DUEDAY
0.03
MOST FREQUENT VALUES
10901104.0
2,359
12.0%
10901106.0
1,463
7.4%
10901295.0
1,090
5.5%
10901112.0
1,019
5.2%
10901287.0
1,018
5.2%
10901300.0
754
3.8%
10901113.0
741
3.8%
10901285.0
738
3.7%
10901267.0
665
3.4%
10901291.0
625
3.2%
10901134.0
602
3.1%
10901298.0
575
2.9%
10901289.0
544
2.8%
10901290.0
432
2.2%
10901294.0
369
1.9%
SMALLEST VALUES
10901100.0
20
0.1%
10901101.0
14
<0.1%
10901103.0
218
1.1%
10901104.0
2,359
12.0%
10901105.0
36
0.2%
10901106.0
1,463
7.4%
10901109.0
4
<0.1%
10901111.0
38
0.2%
10901112.0
1,019
5.2%
10901113.0
741
3.8%
10901114.0
63
0.3%
10901115.0
96
0.5%
10901116.0
1
<0.1%
10901117.0
4
<0.1%
10901119.0
5
<0.1%
LARGEST VALUES
10901455.0
1
<0.1%
10901453.0
1
<0.1%
10901427.0
1
<0.1%
10901425.0
1
<0.1%
10901424.0
6
<0.1%
10901423.0
4
<0.1%
10901421.0
31
0.2%
10901420.0
6
<0.1%
10901419.0
2
<0.1%
10901418.0
1
<0.1%
10901417.0
3
<0.1%
10901415.0
2
<0.1%
10901414.0
1
<0.1%
10901413.0
2
<0.1%
10901412.0
8
<0.1%
MOB
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
COMPLETED_TENURE
0.99
AGREEMENTID
-0.80
CUSTOMERID
-0.79
NUM_LOW_FREQ_TRANSACTIONS
0.55
BALANCE_TENURE
-0.45
NUM_EMI_CHANGES
0.37
SCHEMEID
-0.37
PAID_INTEREST
0.35
CURRENT_INTEREST_RATE_MAX
0.33
EMI_DUEAMT
0.33
EMI_RECEIVED_AMT
0.32
DIFF_CURRENT_INTEREST_RATE_MAX_MIN
0.28
ORIGNAL_INTEREST_RATE
0.27
CURRENT_INTEREST_RATE
0.25

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
CURRENT_INTEREST_RATE_CHANGES
0.48
DUEDAY
0.37
FORECLOSURE
0.16
PRODUCT
0.12
MOST FREQUENT VALUES
9
1,041
5.2%
7
845
4.2%
12
837
4.2%
10
824
4.1%
4
819
4.1%
11
816
4.1%
6
734
3.7%
5
720
3.6%
13
710
3.5%
0
644
3.2%
8
616
3.1%
3
610
3.0%
14
568
2.8%
15
566
2.8%
16
548
2.7%
SMALLEST VALUES
0
644
3.2%
1
454
2.3%
2
435
2.2%
3
610
3.0%
4
819
4.1%
5
720
3.6%
6
734
3.7%
7
845
4.2%
8
616
3.1%
9
1,041
5.2%
10
824
4.1%
11
816
4.1%
12
837
4.2%
13
710
3.5%
14
568
2.8%
LARGEST VALUES
98
1
<0.1%
97
3
<0.1%
96
1
<0.1%
95
1
<0.1%
94
4
<0.1%
93
7
<0.1%
92
2
<0.1%
91
2
<0.1%
90
4
<0.1%
89
4
<0.1%
88
4
<0.1%
87
7
<0.1%
86
9
<0.1%
85
14
<0.1%
84
16
<0.1%
FORECLOSURE
MISSING:
---
TOP CATEGORIES
0
18,217
91%
1
1,795
9%
ALL
20,012
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
FORECLOSURE
PROVIDES INFORMATION ON...
DUEDAY
0.06
PRODUCT
0.05
CURRENT_INTEREST_RATE_CHANGES
0.01

THESE FEATURES
GIVE INFORMATION
ON FORECLOSURE:
PRODUCT
0.23
DUEDAY
0.06
CURRENT_INTEREST_RATE_CHANGES
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
FORECLOSURE
CORRELATION RATIO WITH...
LATEST_TRANSACTION_MONTH
0.45
AGREEMENTID
0.36
MOB
0.16
COMPLETED_TENURE
0.16
DIFF_ORIGINAL_CURRENT_TENOR
0.14
DIFF_ORIGINAL_CURRENT_INTEREST_RATE
0.13
ORIGNAL_TENOR
0.09
DIFF_CURRENT_INTEREST_RATE_MAX_MIN
0.07
BALANCE_TENURE
0.05
CURRENT_INTEREST_RATE_MIN
0.05
MIN_EMI_AMOUNT
0.05
ORIGNAL_INTEREST_RATE
0.05
PAID_INTEREST
0.04
SCHEMEID
0.04